<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article 
  article-type="review-article" 
  dtd-version="1.3" 
  xml:lang="en"
  xmlns:mml="http://www.w3.org/1998/Math/MathML" 
  xmlns:xlink="http://www.w3.org/1999/xlink"
  xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
    <processing-meta
        tagset-family="jats"
        base-tagset="publishing"
        mathml-version="2.0"
        table-model="xhtml"/>
    <front>
        <journal-meta>
            <journal-id journal-id-type="publisher-id">jept</journal-id>
            <journal-title-group>
                <journal-title>Journal of Energy and Power Technology</journal-title>
                <abbrev-journal-title>J Energy Power Technol</abbrev-journal-title>
            </journal-title-group>
            <issn pub-type="epub">2690-1692</issn>
            <issn-l>2690-1692</issn-l>
            <publisher>
                <publisher-name>LIDSEN Publishing Inc.</publisher-name>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="publisher-id">jept-08-03-015</article-id>
            <article-id pub-id-type="doi">10.21926/jept.2603015</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Review</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Battery-Less Off-Grid Renewable Microgrid: A Review of Storage Alternatives and PV-WT-CSP Integration with Green Hydrogen</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Irefu</surname>
                        <given-names>Ovis D.</given-names>
                    </name>
                    <xref ref-type="aff" rid="aff-01">1</xref>
                    <xref ref-type="corresp" rid="cor-01"><sup>&#x002A;</sup></xref>
                </contrib>
                <contrib contrib-type="author">
                    <name>
                        <surname>Ebiega</surname>
                        <given-names>Godslove I.</given-names>
                    </name>
                    <xref ref-type="aff" rid="aff-01">1</xref>
                </contrib>
                <contrib contrib-type="author">
                    <name>
                        <surname>Dugeri</surname>
                        <given-names>Terdoo M.</given-names>
                    </name>
                    <xref ref-type="aff" rid="aff-02">2</xref>
                </contrib>
                <contrib contrib-type="author">
                    <name>
                        <surname>Fanifosi</surname>
                        <given-names>Seyi J.</given-names>
                    </name>
                    <xref ref-type="aff" rid="aff-03">3</xref>
                </contrib>
                <aff id="aff-01"><label>1</label>Department of Electrical Engineering, UNT College of Engineering, University of North Texas, Discovery Park, Denton, TX, USA; E-Mails: <email>ovisirefu@my.unt.edu</email>; <email>godsloveebiega@my.unt.edu</email></aff>
                <aff id="aff-02"><label>2</label>Department of Technology Services, Telecoms at Computershare, Bristol, UK; E-Mail: <email>Terdoo.Dugeri@computershare.co.uk</email></aff>
                <aff id="aff-03"><label>3</label>Department of Electrical and Computer Engineering at Klipsch School of Electrical and Computer Engineering, New Mexico State University, Las Cruces, NM, USA; E-Mail: <email>seyij@nmsu.edu</email></aff>
            </contrib-group>
            <contrib-group>
                <contrib contrib-type="editor">
                    <name>
                        <surname>Cuce</surname>
                        <given-names>Erdem</given-names>
                    </name>
                    <role>Academic Editor</role>
                </contrib>
            </contrib-group>
            <author-notes>
                <corresp id="cor-01"><label>&#x002A;</label>Correspondence: Ovis D. Irefu; E-Mail: <email>ovisirefu@my.unt.edu</email></corresp>
            </author-notes> 
            <pub-date date-type="pub" publication-format="electronic" iso-8601-date="2026-08-26">
                <day>26</day>
                <month>08</month>
                <year>2026</year>
            </pub-date> 
            <volume>8</volume>
            <issue>3</issue>
            <elocation-id>015</elocation-id>
            <history>
                <date date-type="received" iso-8601-date="2026-04-29">
                    <day>29</day>
                    <month>04</month>
                    <year>2026</year>
                </date>
                <date date-type="accepted" iso-8601-date="2026-08-13">
                    <day>13</day>
                    <month>08</month>
                    <year>2026</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>&#xA9; 2026 by the authors.</copyright-statement>
                <copyright-year>2026</copyright-year>
                <license license-type="open-access">
                    <license-p>This is an open access article distributed under the conditions of the <ext-link ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://creativecommons.org/licenses/by/2.0/">Creative Commons by Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium or format, provided the original work is correctly cited.</license-p>
                </license>      
            </permissions>
            <abstract>
                <p>Renewable energy systems play a critical role in reducing carbon emissions and promoting energy sustainability. Conventional battery storage remains the dominant but problematic solution for intermittency management in off-grid renewable energy systems (RES), imposing high capital costs ($150-400/kWh for lithium-ion), short replacement cycles of 3-15 years, and significant environmental burdens from toxic material disposal barriers that are particularly acute in the remote and resource-limited communities that most need reliable clean energy. This paper presents a systematic review of battery-less off-grid RES, synthesizing evidence across six alternative energy storage and dispatch technologies: supercapacitors, mechanical flywheels, compressed air energy storage (CAES), pumped hydroelectric storage (PHS), hydrogen storage via PEM electrolysis, and molten salt thermal energy storage (TES). The review spans single-source, dual-source, and multi-source configurations, with documented applications in seawater reverse osmosis desalination, agricultural water pumping, rural electrification, and small-scale industrial processes. A comparative performance analysis reveals that no single battery-less technology is universally optimal; rather, hybrid approaches particularly molten salt TES paired with hydrogen storage offer the most robust solution for continuous, dispatchable off-grid power. Building on this synthesis, the paper proposes and characterizes a novel integrated battery-less microgrid combining solar photovoltaic (PV), wind turbine (WT), and concentrated solar power (CSP) with molten salt thermal storage and PEM-based green hydrogen production. The system&#x2019;s defining innovation is the dual-pathway utilization of stored hydrogen: as a long-duration electricity backup via fuel cells and as a direct fuel for agricultural vehicles and equipment, eliminating diesel dependence in off-grid farming contexts. Key findings indicate that such integrated systems can reduce curtailed renewable energy by up to 79%, eliminate battery replacement costs over a 20-year operational lifespan, and provide multi-day energy autonomy without chemical battery storage. Critical challenges including electrolyzer cost reduction, small-scale CSP adaptation, and energy management system design are identified as priority directions for future research to enable widespread deployment. HOMER Pro-based techno-economic validation is identified as the immediate next step in this research work.</p>
            </abstract>
            <kwd-group>
                <title>Keywords</title>
                <kwd>Battery-less RES</kwd>
                <kwd>battery storage</kwd>
                <kwd>green hydrogen</kwd>
                <kwd>off-grid microgrid</kwd>
            </kwd-group>
        </article-meta>
    </front>
    <body>
        <sec sec-type="intro" id="sec-01">
            <label>1.</label>
            <title>Introduction</title>
            <p>Renewable energy systems (RES) have become a crucial part of global energy strategies due to their potential to provide sustainable, low-carbon alternatives to fossil fuels. According to Miranda and Infield [<xref ref-type="bibr" rid="B-001">1</xref>], renewable energy technologies such as wind turbines, solar photovoltaic (PV) systems, and concentrated solar power (CSP) have gained widespread adoption across the globe. They have been under research for various configurations of energy harvesters, converters, controllers, and storage to improve the efficiency of the energy systems in which they are deployed, largely due to their ability to reduce greenhouse gas emissions and contribute to energy security. However, the successful deployment of RES in off-grid applications still faces two critical challenges: renewable-resource variability [<xref ref-type="bibr" rid="B-002">2</xref>] and environmental constraints [<xref ref-type="bibr" rid="B-003">3</xref>].</p>
            <p>Intermittency of renewable energy sources caused by changing weather patterns, seasonal variations, and time-of-day dependencies makes energy storage a critical component of any RES [<xref ref-type="bibr" rid="B-004">4</xref>]. Storage systems help ensure that load demands are continually met through a balanced demand-supply mechanism that increases system reliability [<xref ref-type="bibr" rid="B-005">5</xref>]. Despite the pivotal role that batteries play in energy storage for RES, their high procurement and maintenance costs, short operational life span, and the lack of readily available and affordable battery recycling technologies tend to increase complexity in the design, operation, and maintenance of off-grid systems [<xref ref-type="bibr" rid="B-006">6</xref>,<xref ref-type="bibr" rid="B-007">7</xref>,<xref ref-type="bibr" rid="B-008">8</xref>]. This has led researchers to explore alternative storage solutions that minimize reliance on battery technologies.</p>
            <p>Battery-less microgrids, based on other forms of storage, are evolving as alternatives and encourage autonomous poly-generation (multiple energy generated simultaneously in a single integrated system). Additional benefits include cost efficiency, reduced maintenance, reduced environmental impact, increased reliability, and enhanced long-term sustainability of energy systems [<xref ref-type="bibr" rid="B-009">9</xref>]. Battery-less systems are particularly useful in off-grid applications where minimizing operational complexity and costs is crucial. For instance, Okura et al. [<xref ref-type="bibr" rid="B-010">10</xref>] highlights a wind-powered seawater reverse osmosis (RO) desalination system that successfully operates without batteries, demonstrating the feasibility of battery-less configurations in remote settings. Similarly, solar-powered systems without battery storage have been effectively used in water pumping and desalination projects, showcasing the potential of these technologies to provide sustainable, reliable power without the need for batteries.</p>
            <sec id="sec-01-01">
                <label>1.1</label>
                <title>Renewable Energy Resources - Global Trends and Prospects</title>
                <p>According to the International Energy Agency [<xref ref-type="bibr" rid="B-011">11</xref>] the world is set to add as much renewable power over 2022-2027 as it did in the past 20 years. This section reviews the current availability and utilization of these resources, highlighting their significant contributions to global energy generation.</p>
                <p>In 2022, solar PV generation increased by 270 TWh, representing a 26% rise and bringing total generation close to 1300 TWh [<xref ref-type="bibr" rid="B-012">12</xref>,<xref ref-type="bibr" rid="B-013">13</xref>], which marks the largest generation of all renewable technologies for that year. The trend continued into 2023, where solar PV alone accounted for three-quarters of the total renewable capacity addition worldwide, underscoring its critical role in the global energy transition [<xref ref-type="bibr" rid="B-014">14</xref>]. Wind energy has also made significant strides, with its share of total utility-scale electricity generation increasing by 265 TWh, a 14% rise, culminating in over 2100 TWh of total generation. This growth positions wind energy as the second highest-growing renewable technology, following solar PV [<xref ref-type="bibr" rid="B-015">15</xref>,<xref ref-type="bibr" rid="B-016">16</xref>]. The complementary nature of solar and wind energy is particularly advantageous; while solar energy is predominantly available during the day, wind energy can be harnessed at night and during periods of reduced solar availability, thus enhancing the stability and reliability of the energy supply. In 2023, these two sources together accounted for a remarkable 96% of renewable capacity additions [<xref ref-type="bibr" rid="B-017">17</xref>,<xref ref-type="bibr" rid="B-018">18</xref>].</p>          
                <p>Renewable electricity of about 340 GW was added globally in 2022 [<xref ref-type="bibr" rid="B-019">19</xref>]. This progress is essential for keeping the average global temperature rise below 1.5&#x00b0;C, as outlined in international climate agreements [<xref ref-type="bibr" rid="B-020">20</xref>]. Moreover, the shift towards battery-less off-grid renewable energy systems is gaining momentum, providing sustainable energy solutions without the need for expensive battery storage [<xref ref-type="bibr" rid="B-021">21</xref>]. This approach not only reduces costs but also enhances energy accessibility in remote and underserved areas, further promoting the use of clean energy globally [<xref ref-type="bibr" rid="B-022">22</xref>].</p>          
            </sec>
            <sec id="sec-01-02">
                <label>1.2</label>
                <title>Key Contribution of Research</title>
                <p>This paper provides a comprehensive review of various alternatives to battery storage technologies. It emphasizes the practical application of these systems in off-grid scenarios, such as water pumping, desalination, and rural electrification, etc., where battery-based systems are often limited due to cost. The paper also introduces an integrated system combining solar PV, concentrated solar power (CSP), wind turbines, molten salt thermal storage, and hydrogen production, showcasing an innovative approach to energy management and long-term storage. Additionally, the paper identifies key challenges such as technological limitations, economic viability, and regulatory hurdles, setting the stage for further research in the development of sustainable, cost-effective energy solutions that can drive the global transition to clean energy.</p>        
            </sec>
            <sec id="sec-01-03">
                <label>1.3</label>
                <title>Review Methodology</title>
                <p>This review employed a structured literature-search strategy to ensure comprehensive coverage of the field. Peer-reviewed journal articles, conference proceedings, technical reports, and relevant grey literature published between 2000 and 2026 were searched in Scopus, Web of Science, IEEE Xplore, ScienceDirect, and Google Scholar. The primary Boolean search string was: (&#x201c;battery-less&#x201d; OR &#x201c;battery-free&#x201d;) AND (&#x201c;off-grid&#x201d; OR &#x201c;stand-alone&#x201d; OR &#x201c;remote&#x201d;) AND (&#x201c;renewable energy&#x201d; OR &#x201c;solar&#x201d; OR &#x201c;wind&#x201d; OR &#x201c;photovoltaic&#x201d;). Additional technology-specific searches were conducted for each storage option considered in the review, using combinations such as &#x201c;supercapacitor&#x201d; AND &#x201c;off-grid solar&#x201d;, &#x201c;hydrogen storage&#x201d; AND &#x201c;renewable energy system&#x201d;, and &#x201c;molten salt&#x201d; AND &#x201c;CSP&#x201d; AND &#x201c;off-grid&#x201d;.</p>
                <p>Studies were included if they: (i) focused on off-grid, stand-alone, or remote renewable energy systems; (ii) explicitly examined battery-less, battery-free, or reduced-battery configurations; and (iii) were published in English. Studies were excluded if they focused exclusively on grid-connected, utility-scale systems without clear relevance to off-grid applications, did not examine battery-less or reduced-battery configurations, or lacked sufficient technical information for inclusion in the review. Following the screening and eligibility assessment, 153 relevant references were retained and cited throughout the review. The selected literature is organized thematically according to storage technology type in Section 2, renewable energy system configuration in Section 3, application domain in Section 4, and integrated system design in Section 5.</p>        
            </sec>
        </sec>
        <sec id="sec-02">
            <label>2. </label>
            <title>Overview of Battery-Less Energy Storage Systems: Methods and Approaches</title>
            <p>Battery-less systems focus on harnessing renewable energy sources in a way that directly powers devices, equipment, or processes without the need for large-scale, chemical-based energy storage. There have been several approaches to finding suitable alternatives to battery technology for energy storage such as Supercapacitors [<xref ref-type="bibr" rid="B-023">23</xref>], Gravitational Energy Storage [<xref ref-type="bibr" rid="B-024">24</xref>], Compressed Air Energy Storage [<xref ref-type="bibr" rid="B-025">25</xref>,<xref ref-type="bibr" rid="B-026">26</xref>], Liquid Air Energy Storage [<xref ref-type="bibr" rid="B-026">26</xref>], Thermal Energy Storage using molten salt [<xref ref-type="bibr" rid="B-027">27</xref>], and Hydrogen production and storage [<xref ref-type="bibr" rid="B-028">28</xref>]. Next, we discuss the primary methods explored in recent research. <xref ref-type="fig" rid="F-01">Figure 1</xref> provides a classification of Energy Storage Systems (ESS), categorizing them into five primary categories based on the type of energy storage technologies [<xref ref-type="bibr" rid="B-029">29</xref>].</p>
            <fig id="F-01" orientation="portrait" position="float">
                <label>Figure 1</label>
                <caption>
                    <p>Classification of Energy Storage Technologies.</p>
                </caption>
                <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Figure01.jpg"/>
            </fig>
            <sec id="sec-02-01">
                <label>2.1</label>
                <title>Supercapacitors</title>
                <p>Supercapacitors are energy storage devices that utilize an electric field to store and release energy rapidly. This characteristic makes them a promising alternative to traditional batteries, especially in applications demanding high power density, fast charging/discharging rates, and a longer lifespan. As highlighted by Gurung et al. [<xref ref-type="bibr" rid="B-030">30</xref>], supercapacitors are particularly suited for off-grid applications, such as solar-powered systems, where they can provide a continuous power supply for low-energy devices like sensors and small electronics. The key electrode materials enabling supercapacitor performance in off-grid contexts include activated carbon (high surface area, low cost), graphene-based composites (high conductivity, &#x003E;1000 F/g theoretical), and MnO<sub>2</sub>-based pseudocapacitive electrodes (high energy density). Separator materials (polymer membranes, cellulose) and electrolyte choice (aqueous KOH, organic acetonitrile) critically determine operational temperature range and cycle stability. Future materials challenges include improving energy density to bridge the gap with batteries while preserving cycle life advantages exceeding 500,000 cycles. Malek et al. [<xref ref-type="bibr" rid="B-031">31</xref>] propose a battery-less power supply system that incorporates wireless power transfer (WPT) technology. While WPT offers flexibility in device placement, its efficiency is significantly influenced by the distance between the transmitter and receiver coils. This limitation can hinder practical applications requiring greater flexibility. A more recent study by Rahman et al. [<xref ref-type="bibr" rid="B-032">32</xref>] presents a self-powered, battery-less wireless sensor mote powered by a micro-solar energy harvesting system. This system employs flexible photovoltaic cells to capture solar energy, which is then stored in supercapacitors for powering a microprocessor unit and wireless communication.</p>
                <p>Supercapacitors offer a viable storage solution for off-grid applications, particularly when coupled with renewable energy sources like solar power. While challenges related to charging efficiency exist, ongoing research and technological advancements are addressing these limitations. By optimizing system design and incorporating solutions like WPT and efficient power management circuits, supercapacitors can play a crucial role in enabling sustainable and reliable power supply for a wide range of off-grid applications.</p>       
            </sec>
            <sec id="sec-02-02">
                <label>2.2</label>
                <title>Mechanical Flywheels</title>
                <p>Mechanical Flywheels store kinetic energy by rotating a mass around an axis. Energy is stored when the flywheel spins; when energy is needed, the rotation is slowed, and the energy is converted into usable electricity. Ezhilarasan et al. [<xref ref-type="bibr" rid="B-033">33</xref>] presented a battery-less power conditioning system utilizing a mechanical flywheel and solar photovoltaic (PV). The system leverages the kinetic energy stored in a mechanical flywheel to provide power during outages. Experimental testing has demonstrated the system&#x2019;s effectiveness in maintaining energy storage during power interruptions. The flywheel&#x2019;s ability to retain energy was validated under various conditions, including supporting a 1 kW load at a constant speed of 1500 RPM for up to 10 seconds. Flywheel performance is primarily governed by rotor material selection. Carbon fiber composite rotors achieve the highest specific energy (100-130 Wh/kg) compared to steel (5-30 Wh/kg), but at higher cost. Magnetic bearing materials (high-temperature superconductors) eliminate friction losses. Vacuum housing materials must balance thermal management and structural integrity under high rotational stress. For off-grid applications, the primary R&#x0026;D challenge is reducing the cost of carbon fiber rotors and improving durability in dusty or humid environments. While flywheels offer high energy density, they are bulky and have lower energy density compared to batteries. However, their integration with advanced technologies like soft switching converters and DC motors can enhance their performance. By carefully considering its limitations and exploring potential enhancements, this technology can contribute to a more sustainable and reliable energy infrastructure.</p>
            </sec>
            <sec id="sec-02-03">
                <label>2.3</label>
                <title>Compressed Air Energy Storage</title>
                <p>In compressed air energy storage (CAES) systems, excess energy is used to compress air and store it in large underground caverns or above-ground tanks. When energy demand exceeds generation, the compressed air is released, driving a turbine to generate electricity. While CAES is less common in small-scale off-grid systems, it has shown promise in larger renewable energy projects. The integration of CAES with RES, however, is still in its early stages, with ongoing research to optimize its efficiency [<xref ref-type="bibr" rid="B-034">34</xref>]. Findings in Thombre et al. [<xref ref-type="bibr" rid="B-035">35</xref>] suggest that using compressed air could be a viable alternative to water for energy storage, addressing issues like evaporation and energy density limitations associated with water reservoirs. CAES systems face significant materials challenges including high-pressure vessel integrity (carbon-fiber-wound composite tanks for above-ground storage, or salt cavern lining materials), thermal insulation for adiabatic CAES systems, and heat exchanger materials that must withstand cyclic pressure and temperature loads. Compressor valve materials (titanium alloys) and turbine blade coatings are critical for efficiency. For off-grid small-scale CAES, advanced polymer composite pressure vessels and phase-change thermal storage integration represent key materials research directions.</p>
            </sec>
            <sec id="sec-02-04">
                <label>2.4</label>
                <title>Pumped Hydro Storage</title>
                <p>Pumped hydroelectric systems store potential energy of water by pumping water uphill to a reservoir when excess energy is available. During periods of high demand, the water is released to flow downhill, turning turbines to generate electricity. These systems are highly efficient and scalable but are generally more suited to larger, grid-connected systems due to their significant infrastructural requirements [<xref ref-type="bibr" rid="B-036">36</xref>]. In remote, off-grid areas, smaller-scale versions of this approach are being explored. Pali et al. [<xref ref-type="bibr" rid="B-037">37</xref>] present a sustainable power generation solution that combines solar photovoltaic (PV) technology with pumped hydro storage (PHS) to provide continuous electricity, particularly in rural and remote areas. The system, which was designed to produce a continuous power output of 750 W at 230 V, was found to be economically feasible compared to diesel and electric pumping systems, with an overall energy conversion efficiency of 7.11% and a PHS system efficiency of 63.69%. While the system offers several advantages, it also faces some challenges. The efficiency of energy storage can be impacted by low solar irradiance or heavy rainfall. Additionally, the initial costs associated with setting up such system can be significant, leading to a levelized cost of electricity (LCOE) that may not be competitive.</p>
            </sec>
            <sec id="sec-02-05">
                <label>2.5</label>
                <title>Hydrogen Storage via PEM Electrolysis</title>
                <p>Hydrogen-based systems involve using excess renewable energy to power electrolysis, which splits water into hydrogen and oxygen. The hydrogen is stored and later used in fuel cells to generate electricity when required [<xref ref-type="bibr" rid="B-038">38</xref>]. This method is particularly attractive due to its scalability and the fact that hydrogen can be stored for long periods. Meziane et al. [<xref ref-type="bibr" rid="B-039">39</xref>] recommend the implementation of effective hydrogen storage solutions to ensure energy availability during low wind periods in a hybrid power system. Akarsu et al. [<xref ref-type="bibr" rid="B-040">40</xref>] and Scamman et al. [<xref ref-type="bibr" rid="B-041">41</xref>] have also highlighted the potential of hydrogen storage systems to significantly enhance the performance of hybrid power systems, particularly in off-grid and remote applications. By storing excess renewable energy as hydrogen, these systems can improve reliability, reduce wasted power, and increase battery efficiency. However, the integration of hydrogen storage also presents challenges, such as the safe handling and storage of hydrogen, increased system complexity, and efficiency losses during the conversion process. Despite these challenges, the benefits of hydrogen storage make it a promising technology for improving the sustainability and performance of hybrid power systems. Hydrogen storage tank materials for compressed gas (350-700 bar) include Type III (aluminum liner with carbon fiber) and Type IV (polymer liner with carbon fiber) vessels, where fiber-resin interface integrity under cycling is a critical durability challenge [<xref ref-type="bibr" rid="B-042">42</xref>].</p>
            </sec>
            <sec id="sec-02-06">
                <label>2.6</label>
                <title>Molten Salt Thermal Energy Storage (TES)</title>
                <p>Molten salts, such as sodium nitrate-potassium nitrate mixtures, are used to store and release large amounts of thermal energy efficiently and cost-effectively [<xref ref-type="bibr" rid="B-043">43</xref>]. Compared to battery-based storage, these systems can achieve higher energy densities and longer discharge durations, making them ideal for applications requiring sustained energy supply. Studies have demonstrated the potential of molten salt storage in various energy systems. For instance, Rahbari et al. [<xref ref-type="bibr" rid="B-044">44</xref>] presented a novel approach to integrating real-time modeling and optimization with Molten Salt Energy Storage (MSES) and a Supercritical Steam Cycle. This integrated system demonstrated improved renewable energy utilization and uninterrupted energy generation, storage, and distribution. Batgi et al. [<xref ref-type="bibr" rid="B-045">45</xref>] explored the use of thermal energy storage (TES) and a hydrogen subsystem to meet the fresh water and electricity demands of a community. The TES helped balance the supply-demand energy mismatch, resulting in a system that generated 74.90 GWh of electricity annually and produced enough fresh water to support 4,708 families. Furthermore, a standalone TES system was introduced by Ma et al. [<xref ref-type="bibr" rid="B-046">46</xref>] as a key component in achieving a carbon-free energy future. The study highlighted the advantages of TES in terms of larger capacity, lower costs, and versatility in driving various thermal power cycles. While there are still technical challenges to be addressed, such as corrosion and thermal cycling, researchers are actively working on developing materials and system designs to mitigate these issues and improve the overall performance of molten salt storage systems. The primary materials challenges in molten salt TES include corrosion, thermal stability at high temperature, insulation breakdown etc. [<xref ref-type="bibr" rid="B-047">47</xref>].</p>
            </sec>
            <sec id="sec-02-07">
                <label>2.7</label>
                <title>Comparative Summary of Battery-Less Energy Storage Technologies</title>
                <p>To assist industry experts and researchers in technology selection, <xref ref-type="table" rid="T-01">Table 1</xref> presents a consolidated performance comparison of the battery-less storage technologies reviewed in this paper. Values are drawn from the literature cited in the preceding subsections and represent typical or reported ranges rather than absolute specifications, as system performance varies substantially with design, scale, and operating conditions with the Technology Readiness Level (TRL) assessment. This TRL can guide technology selection. For instance, near-term deployment in remote off-grid systems, the combination of pumped micro-hydro (where geography permits), PEM hydrogen, and molten salt TES offers the best balance of maturity, economics, and performance, which motivates the integrated system proposed in Section 4.3.</p>
                <table-wrap id="T-01" orientation="portrait" position="anchor">
                    <label>Table 1</label>
                    <caption>
                        <title>Performance comparison of the battery-less storage technologies.</title>
                    </caption>
                    <table frame="lhs" rules="none">
                        <thead>
                            <tr>
                            <td align="left" valign="middle"><bold>Technology</bold></td>
                            <td align="left" valign="middle">
                                <p><bold>Energy Density</bold></p>
                                <p><bold>(Wh/kg)</bold></p>
                            </td>
                            <td align="left" valign="middle">
                                <p><bold>Power Density</bold></p>
                                <p><bold>(W/kg)</bold></p>
                            </td>
                            <td align="left" valign="middle">
                                <p><bold>Round-Trip</bold></p>
                                <p><bold>Efficiency (%)</bold></p>
                            </td>
                            <td align="left" valign="middle">
                                <p><bold>Typical Discharge</bold></p>
                                <p><bold>Duration</bold></p>
                            </td>
                            <td align="left" valign="middle"><bold>Cycle Life</bold></td>
                            <td align="left" valign="middle">
                                <p><bold>Relative Capital</bold></p>
                                <p><bold>Cost ($/kWh)</bold></p>
                            </td>
                            <td align="left" valign="middle">
                                <p><bold>TRL</bold></p>
                                <p><bold>(1-9)</bold></p>
                            </td>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" valign="middle">Supercapacitors</td>
                                <td align="left" valign="middle">1-10</td>
                                <td align="left" valign="middle">1,000-10,000</td>
                                <td align="left" valign="middle">85-98</td>
                                <td align="left" valign="middle">Seconds-Minutes</td>
                                <td align="left" valign="middle">&#x003E;500,000</td>
                                <td align="left" valign="middle">300-2,000</td>
                                <td align="left" valign="middle">8-9</td>
                            </tr>
                            <tr>
                                <td align="left" valign="middle">Mechanical Flywheels</td>
                                <td align="left" valign="middle">5-130</td>
                                <td align="left" valign="middle">400-1,500</td>
                                <td align="left" valign="middle">70-95</td>
                                <td align="left" valign="middle">Seconds-Minutes</td>
                                <td align="left" valign="middle">&#x003E;100,000</td>
                                <td align="left" valign="middle">250-500</td>
                                <td align="left" valign="middle">7-9</td>
                            </tr>
                            <tr>
                                <td align="left" valign="middle">Compressed Air (CAES)</td>
                                <td align="left" valign="middle">3-6</td>
                                <td align="left" valign="middle">0.5-2</td>
                                <td align="left" valign="middle">40-70</td>
                                <td align="left" valign="middle">Hours</td>
                                <td align="left" valign="middle">&#x003E;10,000 cycles</td>
                                <td align="left" valign="middle">50-100</td>
                                <td align="left" valign="middle">4-6</td>
                            </tr>
                            <tr>
                                <td align="left" valign="middle">Pumped Hydro (PHS)</td>
                                <td align="left" valign="middle">0.5-1.5</td>
                                <td align="left" valign="middle">0.1-0.3</td>
                                <td align="left" valign="middle">70-85</td>
                                <td align="left" valign="middle">Hours-Days</td>
                                <td align="left" valign="middle">&#x003E;50 years</td>
                                <td align="left" valign="middle">5-100</td>
                                <td align="left" valign="middle">9</td>
                            </tr>
                            <tr>
                                <td align="left" valign="middle">Hydrogen (PEM)</td>
                                <td align="left" valign="middle">800-1,400 (fuel)</td>
                                <td align="left" valign="middle">0.1-0.5</td>
                                <td align="left" valign="middle">25-45 (full cycle)</td>
                                <td align="left" valign="middle">Hours-Weeks</td>
                                <td align="left" valign="middle">60,000-80,000 hrs</td>
                                <td align="left" valign="middle">500-2,000</td>
                                <td align="left" valign="middle">7-8</td>
                            </tr>
                            <tr>
                                <td align="left" valign="middle">Molten Salt TES</td>
                                <td align="left" valign="middle">80-200 (thermal)</td>
                                <td align="left" valign="middle">-</td>
                                <td align="left" valign="middle">93-99 (thermal)</td>
                                <td align="left" valign="middle">Hours-Days</td>
                                <td align="left" valign="middle">&#x003E;30 years</td>
                                <td align="left" valign="middle">15-40</td>
                                <td align="left" valign="middle">8-9</td>
                            </tr>
                            <tr>
                                <td align="left" valign="middle">Lead-Acid Battery</td>
                                <td align="left" valign="middle">30-50</td>
                                <td align="left" valign="middle">75-300</td>
                                <td align="left" valign="middle">70-85</td>
                                <td align="left" valign="middle">Hours</td>
                                <td align="left" valign="middle">500-2,000</td>
                                <td align="left" valign="middle">100-200</td>
                                <td align="left" valign="middle">9</td>
                            </tr>
                            <tr>
                                <td align="left" valign="middle">Li-Ion Battery</td>
                                <td align="left" valign="middle">100-265</td>
                                <td align="left" valign="middle">250-340</td>
                                <td align="left" valign="middle">85-95</td>
                                <td align="left" valign="middle">Hours</td>
                                <td align="left" valign="middle">1,000-10,000</td>
                                <td align="left" valign="middle">150-400</td>
                                <td align="left" valign="middle">9</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>Key observations from this comparison: Supercapacitors and flywheels excel in power density and cycle life, making them ideal for short-duration, high-frequency applications (e.g., power quality correction, transient buffering). Pumped hydro and molten salt TES offer the lowest cost-per-kWh for large-scale, long-duration storage subject to specific geographical or infrastructure conditions. Hydrogen storage offers the highest energy density by mass and the longest storage duration, making it uniquely suited to seasonal storage and multi-day backup, but suffers from the lowest round-trip electrical efficiency (25-45%), which substantially affects system economics. These trade-offs motivate the hybrid approach proposed in Section 4.3.</p>
            </sec>
        </sec>
        <sec id="sec-03">
            <label>3.</label>
            <title>Review of Renewable Energy Sources: Single, Dual, and Multiple Battery-Less RES</title>
            <sec id="sec-03-01">
                <label>3.1</label>
                <title>Single Source Battery-Less Renewable Energy System</title>
                <p>Single-source battery-less renewable energy systems rely on a singular renewable resource for power generation. They offer significant benefits for off-grid applications, especially in rural and remote areas. These systems are often cost-effective and straightforward to implement, especially in regions with an abundance of a specific resource. However, they suffer from variability of renewable energy resources. <xref ref-type="table" rid="T-02">Table 2</xref> presents a detailed summary of selected single-source renewable energy systems, their applications, inherent challenges, and the ongoing research efforts to mitigate the challenges.</p>
                <table-wrap id="T-02" orientation="portrait" position="anchor">
                    <label>Table 2</label>
                    <caption>
                        <title>Single battery-less RES Applications and Challenges.</title>
                    </caption>
                    <table frame="lhs" rules="none">
                        <thead>
                            <tr>
                                <td align="left" valign="middle">
                                    <p><bold>Renewable</bold></p>
                                    <p><bold>Energy Source</bold></p>
                                </td>
                                <td align="left" valign="middle">
                                    <p><bold>Brief</bold></p>
                                    <p><bold>Description</bold></p>
                                </td>
                                <td align="left" valign="middle"><bold>Uses/Applications</bold></td>
                                <td align="left" valign="middle"><bold>Inherent Challenges</bold></td>
                                <td align="left" valign="middle"><bold>Research Efforts</bold></td>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" valign="middle">Solar Photovoltaic (PV)</td>
                                <td align="left" valign="middle">Convert sunlight into electricity using solar cells.</td>
                                <td align="left" valign="middle">
                                    <p>Desalination via reverse osmosis (RO), such as CREST&#x2019;s PV-RO system producing 3 m<sup>3</sup> of fresh water per day in Eritrea [<xref ref-type="bibr" rid="B-005">5</xref>].</p>
                                    <p>Water pumping in rural, off-grid areas [<xref ref-type="bibr" rid="B-048">48</xref>].</p>
                                </td>
                                <td align="left" valign="middle">
                                    <p>Intermittency: Solar power is only available during the day, ceasing at night or under cloudy weather.</p>
                                    <p>Efficiency: Decreased by shading, soiling, and panel misalignment.</p>
                                </td>
                                <td align="left" valign="middle">Hybrid systems combining solar PV with hydrogen production to store excess energy [<xref ref-type="bibr" rid="B-031">31</xref>,<xref ref-type="bibr" rid="B-049">49</xref>,<xref ref-type="bibr" rid="B-050">50</xref>,<xref ref-type="bibr" rid="B-051">51</xref>].</td>
                            </tr>
                            <tr>
                                <td align="left" valign="middle">Wind Energy Systems</td>
                                <td align="left" valign="middle">Converts kinetic energy from wind into electricity using turbines.</td>
                                <td align="left" valign="middle">
                                    <p>Wind-powered desalination systems, producing 8.5 m<sup>3</sup>/day of freshwater without battery storage [<xref ref-type="bibr" rid="B-001">1</xref>].</p>
                                    <p>Wind energy systems in remote off-grid areas for power supply [<xref ref-type="bibr" rid="B-052">52</xref>].</p>
                                </td>
                                <td align="left" valign="middle">
                                    <p>Variability: Wind speeds are inconsistent, leading to irregular power generation.</p>
                                    <p>Land Requirements: Large space is needed for wind turbines [<xref ref-type="bibr" rid="B-053">53</xref>].</p>
                                </td>
                                <td align="left" valign="middle">Integrating wind energy with energy storage systems (hydrogen, flywheels) for more consistent power [<xref ref-type="bibr" rid="B-054">54</xref>,<xref ref-type="bibr" rid="B-055">55</xref>,<xref ref-type="bibr" rid="B-056">56</xref>].</td>
                            </tr>
                            <tr>
                                <td align="left" valign="middle">Hydropower (Micro-hydro)</td>
                                <td align="left" valign="middle">Utilizes flowing water from rivers or streams to generate electricity via turbines.</td>
                                <td align="left" valign="middle">
                                    <p>Off-grid electricity in rural areas near water sources [<xref ref-type="bibr" rid="B-057">57</xref>].</p>
                                    <p>Small-scale power for agricultural or community use [<xref ref-type="bibr" rid="B-058">58</xref>].</p>
                                </td>
                                <td align="left" valign="middle">Dependence on Water Flow: Performance is reduced in dry seasons or periods of low water head [<xref ref-type="bibr" rid="B-059">59</xref>].</td>
                                <td align="left" valign="middle">Innovations in water storage to ensure more consistent generation [<xref ref-type="bibr" rid="B-060">60</xref>,<xref ref-type="bibr" rid="B-061">61</xref>,<xref ref-type="bibr" rid="B-062">62</xref>,<xref ref-type="bibr" rid="B-063">63</xref>,<xref ref-type="bibr" rid="B-064">64</xref>].</td>
                            </tr>
                            <tr>
                                <td align="left" valign="middle">Biomass Energy</td>
                                <td align="left" valign="middle">Converts organic material (e.g., agricultural waste) into electricity via combustion or digestion.</td>
                                <td align="left" valign="middle">Used for electricity generation in rural households and small-scale industries using agricultural waste [<xref ref-type="bibr" rid="B-065">65</xref>,<xref ref-type="bibr" rid="B-066">66</xref>].</td>
                                <td align="left" valign="middle">
                                    <p>Fuel Availability: Requires a steady supply of organic material [<xref ref-type="bibr" rid="B-067">67</xref>].</p>
                                    <p>Air Emissions: Potential air pollution depending on feedstock [<xref ref-type="bibr" rid="B-068">68</xref>].</p>
                                </td>
                                <td align="left" valign="middle">Research into cleaner combustion technologies to minimize emissions [<xref ref-type="bibr" rid="B-069">69</xref>,<xref ref-type="bibr" rid="B-070">70</xref>,<xref ref-type="bibr" rid="B-071">71</xref>].</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec-03-02">
                <label>3.2</label>
                <title>Dual Source Battery-Less Renewable Energy System</title>
                <p>Dual RES systems typically combine two renewable energy sources to provide a more stable and reliable energy supply, taking advantage of the complementary availability of energy resources which reduce the need for expanded energy storage unit [<xref ref-type="bibr" rid="B-072">72</xref>,<xref ref-type="bibr" rid="B-073">73</xref>]. <xref ref-type="table" rid="T-03">Table 3</xref> presents a summary of the review of recent studies on dual battery-less RES with the aim of highlighting key trends, common challenges, and optimization strategies. This trend underscores a shift towards more sustainable and multifunctional energy solutions that can adapt to varying demands and resource availability.</p>
                <table-wrap id="T-03" orientation="portrait" position="anchor">
                    <label>Table 3</label>
                    <caption>
                        <title>Overview of Recent Studies on Dual Battery-less Renewable Energy Systems.</title>
                    </caption>
                    <table frame="lhs" rules="none">
                        <thead>
                            <tr>
                                <td align="left" valign="middle"><bold>Authors</bold></td>
                                <td align="left" valign="middle"><bold>Dual RES Type</bold></td>
                                <td align="left" valign="middle"><bold>Study Focus</bold></td>
                                <td align="left" valign="middle"><bold>Methodology</bold></td>
                                <td align="left" valign="middle"><bold>Key Findings</bold></td>
                                <td align="left" valign="middle"><bold>Challenges</bold></td>
                                <td align="left" valign="middle"><bold>Recommendations</bold></td>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-072">72</xref>]</td>
                                <td align="left" valign="middle">Photovoltaic and Wind</td>
                                <td align="left" valign="middle">Freshwater supply for remote communities</td>
                                <td align="left" valign="middle">Iterative optimization process</td>
                                <td align="left" valign="middle">Optimized 3000 PV panels and 1250 kW wind turbine; effective energy management.</td>
                                <td align="left" valign="middle">Ensuring consistent energy supply.</td>
                                <td align="left" valign="middle">Tailor PV and wind components to local conditions.</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-073">73</xref>]</td>
                                <td align="left" valign="middle">Wind and Hydro</td>
                                <td align="left" valign="middle">Electricity demand fulfillment</td>
                                <td align="left" valign="middle">Simulation and analysis</td>
                                <td align="left" valign="middle">Identified optimal configurations for energy supply.</td>
                                <td align="left" valign="middle">Geographic and climatic variability.</td>
                                <td align="left" valign="middle">Implement monitoring systems for performance evaluation.</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-074">74</xref>]</td>
                                <td align="left" valign="middle">Wind and Solar</td>
                                <td align="left" valign="middle">Seawater desalination</td>
                                <td align="left" valign="middle">Modeling and simulation</td>
                                <td align="left" valign="middle">Effective integration of wind and solar for desalination.</td>
                                <td align="left" valign="middle">Fluctuations in energy supply.</td>
                                <td align="left" valign="middle">Optimize component sizing based on historical data.</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-075">75</xref>]</td>
                                <td align="left" valign="middle">Wind and Solar</td>
                                <td align="left" valign="middle">Microgrid energy planning</td>
                                <td align="left" valign="middle">Case study analysis</td>
                                <td align="left" valign="middle">Successful implementation of microgrid without batteries.</td>
                                <td align="left" valign="middle">Complexity in design and sizing.</td>
                                <td align="left" valign="middle">Explore alternative storage solutions.</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-076">76</xref>]</td>
                                <td align="left" valign="middle">Wind and Solar</td>
                                <td align="left" valign="middle">Water pumping efficiency</td>
                                <td align="left" valign="middle">Performance evaluation</td>
                                <td align="left" valign="middle">Hybrid systems outperform single-source systems.</td>
                                <td align="left" valign="middle">Variability in weather conditions.</td>
                                <td align="left" valign="middle">Enhance system design for better reliability.</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-077">77</xref>]</td>
                                <td align="left" valign="middle">Photovoltaic and Wind</td>
                                <td align="left" valign="middle">Hydrogen production</td>
                                <td align="left" valign="middle">Design and analysis</td>
                                <td align="left" valign="middle">Effective operation at Maximum Power Point Tracking (MPPT) for hydrogen generation.</td>
                                <td align="left" valign="middle">Integration complexity.</td>
                                <td align="left" valign="middle">Optimize control strategies for better efficiency.</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-078">78</xref>]</td>
                                <td align="left" valign="middle">Wind and Solar</td>
                                <td align="left" valign="middle">Power sharing in microgrid</td>
                                <td align="left" valign="middle">Case study and simulation</td>
                                <td align="left" valign="middle">Successful energy-water management for desalination.</td>
                                <td align="left" valign="middle">Variability in energy supply.</td>
                                <td align="left" valign="middle">Implement real-time monitoring systems.</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-079">79</xref>]</td>
                                <td align="left" valign="middle">Wind, Solar, and Hydrogen</td>
                                <td align="left" valign="middle">Poly-generation systems</td>
                                <td align="left" valign="middle">Modeling and simulation</td>
                                <td align="left" valign="middle">Demonstrated feasibility of poly-generation in remote areas.</td>
                                <td align="left" valign="middle">High initial investment.</td>
                                <td align="left" valign="middle">Explore funding and policy support for implementation.</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-080">80</xref>]</td>
                                <td align="left" valign="middle">Wind and Solar</td>
                                <td align="left" valign="middle">Brackish water desalination</td>
                                <td align="left" valign="middle">System design and energy management analysis</td>
                                <td align="left" valign="middle">Achieved reliable operation without batteries.</td>
                                <td align="left" valign="middle">Energy supply fluctuations.</td>
                                <td align="left" valign="middle">Develop advanced energy management systems.</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-081">81</xref>]</td>
                                <td align="left" valign="middle">Wind and Solar</td>
                                <td align="left" valign="middle">DC-bus control for desalination</td>
                                <td align="left" valign="middle">Experimental and simulation</td>
                                <td align="left" valign="middle">Effective DC-bus voltage control under variable conditions.</td>
                                <td align="left" valign="middle">Stability of the system.</td>
                                <td align="left" valign="middle">Enhance control algorithms for better performance.</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-082">82</xref>]</td>
                                <td align="left" valign="middle">CSP and Photovoltaic</td>
                                <td align="left" valign="middle">CSP-PV hybrid power plant in Saudi Arabia</td>
                                <td align="left" valign="middle">NREL System Advisor Model (SAM) Simulation</td>
                                <td align="left" valign="middle">Hybrid system reduces required solar multiple, achieves a high-capacity factor of 79%, and lowers LCOE significantly.</td>
                                <td align="left" valign="middle">Managing power output from PV and CSP for stable baseload supply; solar resource variability complicates design.</td>
                                <td align="left" valign="middle">Optimize design for local weather, maximize thermal storage to complement PV intermittency.</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-083">83</xref>]</td>
                                <td align="left" valign="middle">Wind Turbine and CSP/CPVT</td>
                                <td align="left" valign="middle">Thermodynamic comparison for hydrogen production and poly-generation</td>
                                <td align="left" valign="middle">Thermodynamic modeling, sensitivity analysis</td>
                                <td align="left" valign="middle">CES-2 (CSP + CPVT) has higher thermal (59.7%) and exergy (43.91%) efficiency than CES-1 (CSP + Wind), versatile poly-generation.</td>
                                <td align="left" valign="middle">Complex integration of wind and solar systems; variability in solar and wind inputs affects performance.</td>
                                <td align="left" valign="middle">Optimize parameters (e.g., wind turbine size, heliostat field), monitor performance in real-time, use storage for surplus energy.</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-084">84</xref>]</td>
                                <td align="left" valign="middle">CSP and Photovoltaic with thermal storage</td>
                                <td align="left" valign="middle">Integration of CSP/PV with two-tank solid particle thermal storage</td>
                                <td align="left" valign="middle">Simulation and modeling</td>
                                <td align="left" valign="middle">CSP/PV integration increases dispatchable energy by 40% and meets 60-69% of peak electricity demand in Spain and Australia.</td>
                                <td align="left" valign="middle">Limited operational flexibility when switching between PV and CSP; efficiency of thermal storage impacts energy output.</td>
                                <td align="left" valign="middle">Implement control rules for alternating PV and CSP operation, monitor direct normal irradiance (DNI) and storage levels.</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-085">85</xref>]</td>
                                <td align="left" valign="middle">CSP and Wind Turbine</td>
                                <td align="left" valign="middle">Coordinated operation for energy and reserve services</td>
                                <td align="left" valign="middle">Stochastic simulation, rolling look-ahead economic dispatch</td>
                                <td align="left" valign="middle">TES and EH integration boosts capacity factors for wind and CSP and reduces the need for conventional reserves.</td>
                                <td align="left" valign="middle">Variability of wind and solar output complicates consistent supply and increases reserve costs.</td>
                                <td align="left" valign="middle">Use stochastic simulation for planning, leverage TES and EH to improve flexibility and reserve provision.</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-086">86</xref>]</td>
                                <td align="left" valign="middle">Hydro and Photovoltaic</td>
                                <td align="left" valign="middle">Hydro-PV dispatchable microgeneration</td>
                                <td align="left" valign="middle">Simulation and real-time validation</td>
                                <td align="left" valign="middle">Hydro-PV system operates effectively without batteries, performs well in varied weather, and reduces dependency on storage.</td>
                                <td align="left" valign="middle">High installation costs; variability in water flow and solar output limits energy production.</td>
                                <td align="left" valign="middle">Use robust control mechanisms for reservoir management and conduct real-time testing to validate system performance.</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
                <p>Despite the promising combinations, several common challenges persist across the studies. The inherent variability and intermittency of renewable energy resources [<xref ref-type="bibr" rid="B-078">78</xref>], need of advanced control strategies to maintain stability and performance [<xref ref-type="bibr" rid="B-081">81</xref>], and initial high investment costs for such hybrid systems pose significant barriers to implementation, particularly in economically constrained regions. Real-time monitoring and energy management systems allow for better adaptation to changing energy availability, improving overall system reliability [<xref ref-type="bibr" rid="B-085">85</xref>].</p>
            </sec>
            <sec id="sec-03-03">
                <label>3.3</label>
                <title>Multi-Source Battery-Less Renewable Energy Systems</title>
                <p>These systems, often referred to as multi-source RES or multi-hybrid systems, combine three or more sources such as solar, wind, hydropower, or biomass to create a more balanced and stable power supply [<xref ref-type="bibr" rid="B-087">87</xref>,<xref ref-type="bibr" rid="B-088">88</xref>,<xref ref-type="bibr" rid="B-089">89</xref>]. One of the primary drivers behind multi-source RES is the ability to harness energy from multiple sources that peak at different times. While multi-source RES provide unmatched reliability, they come with higher complexity in terms of system management and design. The need to balance the power input from three or more sources requires advanced control systems that can adjust energy production and distribution dynamically [<xref ref-type="bibr" rid="B-090">90</xref>]. Additionally, the initial costs of implementing such systems are often higher due to the infrastructure required to accommodate multiple energy sources. Despite these challenges, the long-term benefits of hybrid systems such as improved energy reliability and reduced operational costs make them an attractive option for regions with highly variable renewable resources [<xref ref-type="bibr" rid="B-091">91</xref>]. <xref ref-type="table" rid="T-04">Table 4</xref> compares battery-less and reduced-battery renewable energy configurations against conventional battery-dominant systems across key performance metrics.</p>
                <table-wrap id="T-04" orientation="portrait" position="anchor">
                    <label>Table 4</label>
                    <caption>
                        <title>Performance benefits of alternative-storage and reduced-battery renewable energy systems relative to conventional battery-dominant configurations.</title>
                    </caption>
                    <table frame="lhs" rules="none">
                        <thead>
                            <tr>
                                <td align="left" valign="middle"><bold>Metric</bold></td>
                                <td align="left" valign="middle"><bold>Battery-Less System Performance</bold></td>
                                <td align="left" valign="middle"><bold>Battery Baseline</bold></td>
                                <td align="left" valign="middle"><bold>Advantage</bold></td>
                                <td align="left" valign="middle"><bold>Source(s)</bold></td>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" valign="middle">O&#x0026;M Cost &#x2014; Desalination (RO)</td>
                                <td align="left" valign="middle">Wind-powered RO: ~$0.002-0.006/m<sup>3</sup> O&#x0026;M component; no battery replacement cycle needed</td>
                                <td align="left" valign="middle">Battery-buffered RO systems require battery pack replacement every 3-7 years; O&#x0026;M premium of 20-35%</td>
                                <td align="left" valign="middle">&#x2193; 20-35% O&#x0026;M</td>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-001">1</xref>,<xref ref-type="bibr" rid="B-005">5</xref>,<xref ref-type="bibr" rid="B-007">7</xref>,<xref ref-type="bibr" rid="B-008">8</xref>]</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">System Lifespan &#x2014; Hydrogen Storage</td>
                                <td align="left" valign="middle">PEM electrolyzer: 60,000-90,000 hrs operational life; hydrogen tanks &#x003E;20 years</td>
                                <td align="left" valign="middle">Lead-acid batteries: 3-7 years; Li-ion: 8-15 years with degradation</td>
                                <td align="left" valign="middle">3-6&#x00d7; longer</td>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-041">41</xref>,<xref ref-type="bibr" rid="B-042">42</xref>]</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">Battery Capacity Reduction (Hybrid H<sub>2</sub>)</td>
                                <td align="left" valign="middle">Incorporating hydrogen storage alongside batteries reduces required battery capacity by 54-77%</td>
                                <td align="left" valign="middle">Full battery-only sizing requires complete battery bank for multi-day autonomy</td>
                                <td align="left" valign="middle">54-77% less battery</td>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-048">48</xref>]</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">Wasted Renewable Energy due to Curtailment</td>
                                <td align="left" valign="middle">Hydrogen + battery hybrid reduces wasted/ curtailed renewable power by 55-79%</td>
                                <td align="left" valign="middle">Battery-only systems curtail excess generation when banks are full</td>
                                <td align="left" valign="middle">&#x2193; 55-79% curtailment</td>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-042">42</xref>]</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">State of Charge (SOC) Stability</td>
                                <td align="left" valign="middle">H<sub>2</sub>-augmented system: minimum SOC raised from 37% to &#x003E;81.5% year-round</td>
                                <td align="left" valign="middle">Battery-only: SOC fluctuates widely with seasonal/daily variation; deeper cycling increases degradation</td>
                                <td align="left" valign="middle">+44.5 pp SOC floor</td>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-078">78</xref>]</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">LCOE &#x2014; Pumped Hydro (small-scale)</td>
                                <td align="left" valign="middle">Solar PV + pumped hydro: LCOE competitive with diesel in rural settings; 750 W continuous at 7.11% system efficiency</td>
                                <td align="left" valign="middle">Diesel genset LCOE in remote areas typically, $0.25-0.80/kWh</td>
                                <td align="left" valign="middle">&#x2248;Cost-parity to diesel</td>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-037">37</xref>]</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">Molten Salt TES &#x2014; Thermal Efficiency</td>
                                <td align="left" valign="middle">Round-trip thermal efficiency: 93-99%; discharge duration 6-15 hours; cost $15-40/kWh (thermal)</td>
                                <td align="left" valign="middle">Electrochemical battery round-trip: 70-95%; cost $150-400/kWh</td>
                                <td align="left" valign="middle">&#x2193; 75-90% cost/kWh</td>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-027">27</xref>,<xref ref-type="bibr" rid="B-044">44</xref>]</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">Supercapacitor Cycle Life</td>
                                <td align="left" valign="middle">&#x003E;500,000 charge cycles with &#x003C;20% capacitance fade; near-zero maintenance</td>
                                <td align="left" valign="middle">Lead-acid: 500-2,000 cycles; Li-ion: 1,000-10,000 cycles before replacement</td>
                                <td align="left" valign="middle">50-500&#x00d7; more cycles</td>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-023">23</xref>,<xref ref-type="bibr" rid="B-030">30</xref>,<xref ref-type="bibr" rid="B-031">31</xref>]</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">Environmental &#x2014; End-of-Life</td>
                                <td align="left" valign="middle">No heavy metals (Pb, Cd, Co) in systems using hydrogen, TES, or flywheels; lower disposal burden</td>
                                <td align="left" valign="middle">Lead-acid: ~18 kg Pb per kWh; Li-ion: cobalt/nickel mining with high environmental cost index</td>
                                <td align="left" valign="middle">Near-zero toxic waste</td>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-006">6</xref>]</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">Water Productivity &#x2014; Solar RO</td>
                                <td align="left" valign="middle">Solar PV-RO (battery-less, CREST Eritrea): 3 m<sup>3</sup>/day freshwater; direct solar-to-water with no storage losses</td>
                                <td align="left" valign="middle">Battery-buffered RO: additional energy losses in charge/discharge cycle (5-15% loss)</td>
                                <td align="left" valign="middle">5-15% more water output</td>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-005">5</xref>]</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">Community Scale &#x2014; TES + H<sub>2</sub> System</td>
                                <td align="left" valign="middle">Integrated TES + H<sub>2</sub> system generates 74.90 GWh/year electricity and freshwater for 4,708 families</td>
                                <td align="left" valign="middle">Equivalent battery-based system would require prohibitive battery bank replacement costs at scale</td>
                                <td align="left" valign="middle">Scalable to community</td>
                                <td align="left" valign="middle">[<xref ref-type="bibr" rid="B-045">45</xref>]</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec-03-04">
                <label>3.4</label>
                <title>Applications of Battery-Less Renewable Energy Systems</title>
                <p>Battery-less renewable energy systems are transforming how off-grid regions and industries meet their energy needs. By reducing reliance on conventional batteries, these systems provide a more sustainable and cost-effective approach to harnessing renewable energy sources. 5 highlights key applications where battery-less systems have been successfully implemented, focusing on areas such as water desalination, pumping water, off-grid electrification, and small-scale industrial applications. Each deployment is evaluated based on its operating principles, ideal locations, associated studies, and benefits. A detailed summary of these application areas, along with associated studies and benefits, is presented in <xref ref-type="table" rid="T-05">Table 5</xref>.</p>
                <table-wrap id="T-05" orientation="portrait" position="anchor">
                    <label>Table 5</label>
                    <caption>
                        <title>Key Applications of Battery-less Renewable Energy Systems.</title>
                    </caption>
                    <table frame="lhs" rules="none">
                        <thead>
                            <tr>
                                <td align="left" valign="middle"><bold>Application Area</bold></td>
                                <td align="left" valign="middle"><bold>Brief Description</bold></td>
                                <td align="left" valign="middle"><bold>Suitable Location</bold></td>
                                <td align="left" valign="middle"><bold>Associated Projects/Studies</bold></td>
                                <td align="left" valign="middle"><bold>Benefits</bold></td>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" valign="middle">
                                    <p>Saltwater</p>
                                    <p>Desalination</p>
                                </td>
                                <td align="left" valign="middle">Use renewable energy (solar or wind) to power Reverse Osmosis (RO) for converting seawater into freshwater [<xref ref-type="bibr" rid="B-092">92</xref>,<xref ref-type="bibr" rid="B-093">93</xref>].</td>
                                <td align="left" valign="middle">Coastal areas with limited freshwater supply but abundant solar or wind energy [<xref ref-type="bibr" rid="B-052">52</xref>,<xref ref-type="bibr" rid="B-078">78</xref>].</td>
                                <td align="left" valign="middle">
                                    <p>Hybrid wind-solar-power RO system</p>
                                    <p>[<xref ref-type="bibr" rid="B-078">78</xref>,<xref ref-type="bibr" rid="B-080">80</xref>].</p>
                                    <p>Wind-powered RO system [<xref ref-type="bibr" rid="B-001">1</xref>,<xref ref-type="bibr" rid="B-008">8</xref>,<xref ref-type="bibr" rid="B-010">10</xref>,<xref ref-type="bibr" rid="B-052">52</xref>].</p>
                                    <p>Solar PV-powered RO system [<xref ref-type="bibr" rid="B-005">5</xref>,<xref ref-type="bibr" rid="B-094">94</xref>].</p>
                                </td>
                                <td align="left" valign="middle">
                                    <p>Provides clean drinking water in off-grid coastal areas.</p>
                                    <p>Reduces reliance on fossil-fuel-powered desalination systems.</p>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" valign="middle">
                                    <p>Water Pumping</p>
                                    <p>and Irrigation</p>
                                </td>
                                <td align="left" valign="middle">Renewable energy (solar or wind) is used directly to power water pumps for irrigation purposes [<xref ref-type="bibr" rid="B-095">95</xref>,<xref ref-type="bibr" rid="B-096">96</xref>].</td>
                                <td align="left" valign="middle">Rural agricultural regions with high solar irradiance or steady wind availability.</td>
                                <td align="left" valign="middle">
                                    <p>Hybrid wind-solar water pumping</p>
                                    <p>[<xref ref-type="bibr" rid="B-076">76</xref>,<xref ref-type="bibr" rid="B-087">87</xref>].</p>
                                    <p>Solar water pumping for irrigation</p>
                                    <p>[<xref ref-type="bibr" rid="B-097">97</xref>,<xref ref-type="bibr" rid="B-098">98</xref>].</p>
                                    <p>Wind-powered water pumping in remote areas [<xref ref-type="bibr" rid="B-052">52</xref>].</p>
                                </td>
                                <td align="left" valign="middle">
                                    <p>Provides reliable irrigation, reducing dependency on grid power.</p>
                                    <p>Promotes agricultural productivity in off-grid regions.</p>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" valign="middle">
                                    <p>Off-grid Power</p>
                                    <p>Supply</p>
                                </td>
                                <td align="left" valign="middle">
                                    <p>Direct use of solar or wind energy for powering homes, small businesses, and community utilities</p>
                                    <p>[<xref ref-type="bibr" rid="B-005">5</xref>,<xref ref-type="bibr" rid="B-099">99</xref>,<xref ref-type="bibr" rid="B-100">100</xref>].</p>
                                </td>
                                <td align="left" valign="middle">Remote villages, islands, and other off-grid communities with no access to centralized grid power [<xref ref-type="bibr" rid="B-001">1</xref>,<xref ref-type="bibr" rid="B-101">101</xref>,<xref ref-type="bibr" rid="B-102">102</xref>].</td>
                                <td align="left" valign="middle">Solar and wind hybrid systems for rural electrification [<xref ref-type="bibr" rid="B-039">39</xref>,<xref ref-type="bibr" rid="B-075">75</xref>,<xref ref-type="bibr" rid="B-079">79</xref>,<xref ref-type="bibr" rid="B-103">103</xref>,<xref ref-type="bibr" rid="B-104">104</xref>,<xref ref-type="bibr" rid="B-105">105</xref>].</td>
                                <td align="left" valign="middle">
                                    <p>Provides electricity to underserved areas.</p>
                                    <p>Reduces the environmental impact of fossil fuel-based power generation [<xref ref-type="bibr" rid="B-039">39</xref>].</p>
                                    <p>Reduced cost of extending grid infrastructure.</p>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" valign="middle">
                                    <p>Industrial &#x0026;</p>
                                    <p>Agricultural</p>
                                </td>
                                <td align="left" valign="middle">Solar or wind power is used directly to power small-scale industrial processes (e.g., food processing, and dairy farming).</td>
                                <td align="left" valign="middle">Rural areas with agricultural processing need and consistent renewable energy availability [<xref ref-type="bibr" rid="B-052">52</xref>].</td>
                                <td align="left" valign="middle">
                                    <p>Solar-powered dairy farm operations</p>
                                    <p>[<xref ref-type="bibr" rid="B-076">76</xref>].</p>
                                    <p>Small-scale solar and wind-powered processing plants [<xref ref-type="bibr" rid="B-074">74</xref>].</p>
                                </td>
                                <td align="left" valign="middle">
                                    <p>Reduces reliance on costly fossil fuels for agricultural and industrial processes.</p>
                                    <p>Encourages local economic development in off-grid areas.</p>
                                </td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
        </sec>    
        <sec id="sec-04">
            <label>4.</label>
            <title>Battery-Less Systems for Off-Grid Power Generation</title>
            <p>In this section, we explore both direct-use approaches and the use of hydrogen as an alternative energy storage method for off-grid power systems.</p>
            <sec id="sec-04-01">
                <label>4.1</label>
                <title>Dispatch Generated Power</title>
                <p>In these systems, energy produced by say, solar photovoltaic (PV) panels or wind turbines is used for various applications, from powering homes and irrigation systems to driving industrial processes without immediate storage. For example, solar PV-powered water pumping systems have been widely implemented in rural agricultural settings [<xref ref-type="bibr" rid="B-001">1</xref>]. By aligning energy generation with real-time consumption needs, these systems eliminate the need for expensive battery storage and reduce system complexity [<xref ref-type="bibr" rid="B-052">52</xref>].</p>
            </sec>
            <sec id="sec-04-02">
                <label>4.2</label>
                <title>Hydrogen as an Alternative Energy Storage</title>
                <p>Although directly coupled renewable energy systems can operate effectively when generation coincides with demand, energy storage is required when renewable generation and load demand do not occur simultaneously. Hydrogen has emerged as a promising long-duration storage option for off-grid renewable energy systems and can complement or reduce dependence on conventional battery storage [<xref ref-type="bibr" rid="B-028">28</xref>,<xref ref-type="bibr" rid="B-041">41</xref>,<xref ref-type="bibr" rid="B-042">42</xref>]. Stored hydrogen may be used directly as a transportation fuel in remote poly-generation systems [<xref ref-type="bibr" rid="B-079">79</xref>] or reconverted into electricity through a fuel cell when renewable generation is insufficient [<xref ref-type="bibr" rid="B-039">39</xref>,<xref ref-type="bibr" rid="B-041">41</xref>,<xref ref-type="bibr" rid="B-042">42</xref>]. In a hydrogen fuel cell, hydrogen reacts electrochemically with oxygen to produce electricity and heat, with water as the principal reaction product [<xref ref-type="bibr" rid="B-106">106</xref>].</p>
                <sec id="sec-04-02-01">
                    <label>4.2.1</label>
                    <title>Key Issues and Benefits of Hydrogen in Off-Grid Power Systems</title>
                    <p>The integration of hydrogen as an alternative energy storage solution in off-grid renewable energy systems presents a range of benefits and challenges. Understanding these factors is crucial for optimizing the deployment of hydrogen technologies in various applications. Some benefits of Hydrogen in Off-grid Energy Storage are highlighted:</p>
                    <list list-type="roman-lower">
                        <list-item><p><bold>Enhanced Reliability and Battery Support</bold>: Hybrid hydrogen-battery storage can improve the reliability of off-grid renewable energy systems by using batteries for short-term balancing and hydrogen for longer-duration and seasonal storage. Scamman <italic>et al.</italic> modeled renewable-powered telecom systems at three locations: Phoenix, Reykjavik, and Heraklion, and found that adding hydrogen production, storage, and fuel-cell conversion reduced the required battery capacity by 54-77% relative to equivalent battery-only systems [<xref ref-type="bibr" rid="B-107">107</xref>]. The hybrid configurations increased the minimum annual battery state of charge from 36.7-54.7% to 81.5-85.9% and reduced curtailed renewable energy by 55-79% [<xref ref-type="bibr" rid="B-041">41</xref>]. Maintaining the batteries within a higher and narrower SOC range may reduce deep discharging and improve system reliability, which is particularly important for remote telecom base stations requiring continuous power [<xref ref-type="bibr" rid="B-041">41</xref>].</p></list-item>
                        <list-item><p><bold>Versatility as an Energy Carrier</bold>: Hydrogen serves as a versatile energy carrier that can be utilized across various sectors, including transportation, industry, and electricity generation [<xref ref-type="bibr" rid="B-108">108</xref>]. This versatility makes it an attractive option for addressing electricity shortages in regions reliant on renewable energy sources, as highlighted in research from South Africa and Turkey [<xref ref-type="bibr" rid="B-109">109</xref>,<xref ref-type="bibr" rid="B-110">110</xref>,<xref ref-type="bibr" rid="B-111">111</xref>,<xref ref-type="bibr" rid="B-112">112</xref>]. This capability is essential for maximizing the utilization of renewable resources and minimizing curtailment.</p></list-item>
                        <list-item><p><bold>Economic Viability</bold>: Studies reveal that hybrid systems combining photovoltaic (PV) panels, wind turbines, and hydrogen production can achieve competitive Levelized Cost of Energy (LCOE) figures, making them financially attractive for off-grid applications [<xref ref-type="bibr" rid="B-096">96</xref>,<xref ref-type="bibr" rid="B-113">113</xref>]. Furthermore, as technology advances and economies of scale are realized, the costs associated with hydrogen production and storage are expected to decrease, enhancing its economic feasibility [<xref ref-type="bibr" rid="B-114">114</xref>].</p></list-item>
                        <list-item><p><bold>Environmental Benefits</bold>: Hydrogen, when produced from renewable sources, offers significant environmental benefits [<xref ref-type="bibr" rid="B-115">115</xref>,<xref ref-type="bibr" rid="B-116">116</xref>]. It can help reduce greenhouse gas emissions and reliance on fossil fuels, contributing to global climate goals.</p></list-item>
                    </list>
                    <p>Hydrogen technologies show great promise; some key issues must be considered in their application in power generation and storage systems. The initial capital costs and ongoing operational expenses of hydrogen integration can be a significant barrier to widespread adoption. The current lack of widespread hydrogen infrastructure can hinder its adoption in off-grid applications [<xref ref-type="bibr" rid="B-109">109</xref>,<xref ref-type="bibr" rid="B-117">117</xref>]. Additionally, market dynamics and regulatory frameworks can affect the economic viability of hydrogen projects [<xref ref-type="bibr" rid="B-118">118</xref>,<xref ref-type="bibr" rid="B-119">119</xref>,<xref ref-type="bibr" rid="B-120">120</xref>,<xref ref-type="bibr" rid="B-121">121</xref>]. While hydrogen presents a compelling alternative for off-grid energy storage, addressing the associated challenges is vital for its successful implementation. By leveraging its benefits and mitigating key issues, hydrogen can play a significant role in the transition to sustainable energy systems.</p>
                </sec>
                <sec id="sec-04-02-02">
                    <label>4.2.2</label>
                    <title>Hydrogen-Enhanced CSP Systems</title>
                    <p>The integration of hydrogen storage with Concentrated Solar Power (CSP) systems that utilize molten salt energy storage presents a transformative approach to renewable energy generation and storage. CSP technology harnesses solar energy by concentrating sunlight onto a receiver, generating heat that can be converted into electricity [<xref ref-type="bibr" rid="B-122">122</xref>]. One of the significant advantages of CSP is its ability to incorporate thermal energy storage, with molten salt being a preferred medium [<xref ref-type="bibr" rid="B-123">123</xref>,<xref ref-type="bibr" rid="B-124">124</xref>,<xref ref-type="bibr" rid="B-125">125</xref>]. By integrating hydrogen storage into this framework, the system can further enhance its energy management capabilities [<xref ref-type="bibr" rid="B-126">126</xref>,<xref ref-type="bibr" rid="B-127">127</xref>]. The integration of hydrogen storage with CSP and molten salt energy storage systems offers several advantages. This hybrid system can provide a stable and dispatchable power supply, addressing the intermittency challenges associated with solar energy [<xref ref-type="bibr" rid="B-102">102</xref>,<xref ref-type="bibr" rid="B-128">128</xref>]. The system can be scaled to meet varying energy demands and can be adapted to different geographical locations, making it a versatile solution for diverse energy needs [<xref ref-type="bibr" rid="B-129">129</xref>]. <xref ref-type="table" rid="T-06">Table 6</xref> highlights how the integration of hydrogen storage with CSP and molten salt energy storage effectively addresses primary RES challenges including intermittency, energy storage limitations, grid stability, cost-effectiveness, environmental impact, and scalability, making it a robust solution for future energy systems.</p>
                    <table-wrap id="T-06" orientation="portrait" position="anchor">
                        <label>Table 6</label>
                        <caption>
                            <title>Integrated Energy Storage Solutions to Primary RES Challenges.</title>
                        </caption>
                        <table frame="lhs" rules="none">
                            <thead>
                                <tr>
                                    <td align="left" valign="middle"><bold>Key RES Challenge</bold></td>
                                    <td align="left" valign="middle"><bold>Integrated Hydrogen, CSP &#x0026; Molten Salt Storage Solution</bold></td>
                                </tr>
                            </thead>
                            <tbody>
                                <tr>
                                    <td align="left" valign="middle">Solar Energy Intermittency</td>
                                    <td align="left" valign="middle">Excess energy generated during peak sunlight hours can be converted into hydrogen, ensuring continuous power supply and mitigating the effects of intermittency [<xref ref-type="bibr" rid="B-125">125</xref>,<xref ref-type="bibr" rid="B-130">130</xref>,<xref ref-type="bibr" rid="B-131">131</xref>,<xref ref-type="bibr" rid="B-132">132</xref>].</td>
                                </tr>
                                 <tr>
                                    <td align="left" valign="middle">Energy Storage Limitations</td>
                                    <td align="left" valign="middle">Offers a longer-term storage solution. Enhances the overall energy storage capacity of the system, allowing for better management of energy supply and demand over extended periods [<xref ref-type="bibr" rid="B-130">130</xref>,<xref ref-type="bibr" rid="B-133">133</xref>,<xref ref-type="bibr" rid="B-134">134</xref>,<xref ref-type="bibr" rid="B-135">135</xref>,<xref ref-type="bibr" rid="B-136">136</xref>,<xref ref-type="bibr" rid="B-137">137</xref>].</td>
                                </tr>
                                 <tr>
                                    <td align="left" valign="middle">Grid stability and demand response</td>
                                    <td align="left" valign="middle">When electricity demand peaks, stored hydrogen can be converted back into electricity using fuel cells, thus supporting grid stability and responding effectively to fluctuations in demand [<xref ref-type="bibr" rid="B-128">128</xref>,<xref ref-type="bibr" rid="B-138">138</xref>,<xref ref-type="bibr" rid="B-139">139</xref>,<xref ref-type="bibr" rid="B-140">140</xref>].</td>
                                </tr>
                                 <tr>
                                    <td align="left" valign="middle">Cost-Effectiveness</td>
                                    <td align="left" valign="middle">Reduction in the Levelized Cost of Energy (LCOE). By optimizing the use of renewable resources and reducing reliance on fossil fuels, the overall cost-effectiveness of the energy system is improved [<xref ref-type="bibr" rid="B-109">109</xref>,<xref ref-type="bibr" rid="B-141">141</xref>,<xref ref-type="bibr" rid="B-142">142</xref>,<xref ref-type="bibr" rid="B-143">143</xref>].</td>
                                </tr>
                                 <tr>
                                    <td align="left" valign="middle">Environmental Impact</td>
                                    <td align="left" valign="middle">Reduces greenhouse gas emissions by minimizing the use of fossil fuels. By utilizing renewable energy sources for both electricity generation and hydrogen production, the environmental footprint of energy production is greatly diminished [<xref ref-type="bibr" rid="B-096">96</xref>,<xref ref-type="bibr" rid="B-128">128</xref>,<xref ref-type="bibr" rid="B-144">144</xref>,<xref ref-type="bibr" rid="B-145">145</xref>].</td>
                                </tr>
                                 <tr>
                                    <td align="left" valign="middle">Scalability and Flexibility</td>
                                    <td align="left" valign="middle">Provides scalable solutions that can be tailored to meet specific energy demands in various geographical locations. This flexibility is crucial for adapting to different energy needs and resource availability [<xref ref-type="bibr" rid="B-102">102</xref>,<xref ref-type="bibr" rid="B-146">146</xref>,<xref ref-type="bibr" rid="B-147">147</xref>,<xref ref-type="bibr" rid="B-148">148</xref>.</td>
                                </tr>
                            </tbody>
                        </table>
                    </table-wrap>
                </sec>
            </sec>
            <sec id="sec-04-03">
                <label>4.3</label>
                <title>Proposed Battery-Less Integrated Energy System</title>
                <p>In view of the highlighted benefits as well as challenges associated with multiple RES systems, a conceptual framework for the integration of three renewable sources, namely, Photovoltaic (PV), Concentrated Solar Power (CSP), and Wind Turbine (WT) is presented. The proposed off grid microgrid system aims to establish a robust renewable energy infrastructure that delivers continuous, stable, and reliable power to meet load demands. <xref ref-type="fig" rid="F-02">Figure 2</xref> shows the conceptual diagram of the proposed off-grid battery-less renewable energy system. Unlike previous studies, this system not only generates electricity for various applications but also produces green hydrogen which can be utilized to fuel small equipment and vehicles, particularly in agricultural settings [<xref ref-type="bibr" rid="B-149">149</xref>,<xref ref-type="bibr" rid="B-150">150</xref>,<xref ref-type="bibr" rid="B-151">151</xref>].</p>
                <fig id="F-02" orientation="portrait" position="float">
                    <label>Figure 2</label>
                    <caption>
                        <p>Overall schematic diagram of the proposed off-grid battery-less based on renewable power.</p>
                    </caption>
                    <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Figure02.jpg"/>
                </fig>
                <p>The design and implementation of this system aim to address the challenges faced by battery-operated renewable energy systems, such as the lack of affordable battery recycling technologies, safety concerns, and the complexities that batteries introduce to the design, operation, and maintenance of off-grid systems [<xref ref-type="bibr" rid="B-152">152</xref>,<xref ref-type="bibr" rid="B-153">153</xref>,<xref ref-type="bibr" rid="B-154">154</xref>,<xref ref-type="bibr" rid="B-155">155</xref>]. The proposed integrated energy system represents a significant advancement in renewable energy technology, offering a sustainable solution that enhances energy reliability, reduces environmental impact, and meets diverse energy needs without the reliance on traditional battery storage. The <xref ref-type="fig" rid="F-03">Figure 3</xref> presents the proposed detailed System Schematic battery-less off-grid hybrid renewable energy system in which three generation sources &#x2014; Solar PV (~10 kWp via MPPT), a Wind Turbine (5-7.5 kW), and a CSP turbine (2.5-10 kW) drawing on molten salt thermal storage converge onto a shared DC bus (200-400 V) managed by an EMS/BMS for intelligent mode switching and priority dispatch. Rather than relying on conventional batteries, the system stores energy through complementary technologies: molten salt TES (380-565&#x00b0;C, &#x03b7;<sub>thermal</sub> &#x2248; 93-99%, 4-10 hr discharge) for short-to-medium duration buffering, and a PEM electrolyzer coupled with a compressed hydrogen tank (350-700 bar, &#x003E;20 yr lifespan) and fuel cell stack (1-4 kW, &#x03b7; &#x2248; 40-60%) for long-duration storage and reconversion. Generated power serves community AC loads, DC water pumps, and a SCADA/IoT monitoring platform, while the stored hydrogen uniquely serves a dual role &#x2014; as a backup electricity source via the fuel cell and as a direct fuel for agricultural vehicles and equipment, replacing diesel and representing the system&#x2019;s key novel contribution.</p>
                <fig id="F-03" orientation="portrait" position="float">
                    <label>Figure 3</label>
                    <caption>
                        <p>Detailed System Schematic &#x2014; Proposed Battery-Less Integrated Energy System.</p>
                    </caption>
                    <graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="Figure03.jpg"/>
                </fig>
            </sec>
            <sec id="sec-04-04">
                <label>4.4</label>
                <title>Key Contribution &#x2014; Dual-Pathway Hydrogen Utilization</title>
                <p>The configuration proposed in this work brings together several elements that have not previously been combined in a battery-less, off-grid context. Specifically, the system integrates: (i) CSP with molten salt thermal storage, (ii) PEM electrolysis for green hydrogen production, (iii) solar PV and wind turbines, and (iv) complete elimination of battery storage in an off-grid setting with dual-hydrogen usage (electricity reconversion + direct agricultural fuel), represents a configuration not previously reported in the battery-less off-grid literature to the authors&#x2019; knowledge. The central innovation is the dual-pathway of hydrogen utilization for long-duration electricity backup and as a direct fuel substitute which enhances. <xref ref-type="table" rid="T-07">Table 7</xref> summarizes the differentiation of the proposed system from prior art.</p>
                <table-wrap id="T-07" orientation="portrait" position="anchor">
                    <label>Table 7</label>
                    <caption>
                        <title>Differentiation of Proposed System from Prior work.</title>
                    </caption>
                    <table frame="lhs" rules="none">
                        <thead>
                            <tr>
                                <td align="left" valign="middle"><bold>Prior Work</bold></td>
                                <td align="left" valign="middle"><bold>Configuration</bold></td>
                                <td align="left" valign="middle"><bold>Gap Addressed by This Work</bold></td>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" valign="middle">Alharthi [<xref ref-type="bibr" rid="B-038">38</xref>]; Ceylan &#x0026; Devrim [<xref ref-type="bibr" rid="B-042">42</xref>]</td>
                                <td align="left" valign="middle">PV-Wind-H2 (with battery)</td>
                                <td align="left" valign="middle">No CSP; battery present; H2 for electricity only &#x2014; no direct agricultural fuel use</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">Campion et al. [<xref ref-type="bibr" rid="B-149">149</xref>]</td>
                                <td align="left" valign="middle">CSP-H2 (off-grid green H2 for ammonia)</td>
                                <td align="left" valign="middle">No PV/WT integration; no dual-use H2 (electricity + agricultural fuel); not a battery-less microgrid framework</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">D&#x2019;Auria et al. [<xref ref-type="bibr" rid="B-084">84</xref>]</td>
                                <td align="left" valign="middle">CSP+PV with solid particle TES</td>
                                <td align="left" valign="middle">Grid-connected; battery not eliminated; no hydrogen pathway; not off-grid agricultural application</td>
                            </tr>
                             <tr>
                                <td align="left" valign="middle">This Work</td>
                                <td align="left" valign="middle">PV + WT + CSP + Molten Salt TES + PEM H2 (battery-less, off-grid)</td>
                                <td align="left" valign="middle">Dual-pathway H2 (electricity reconversion + direct agricultural fuel); complete battery elimination; off-grid agricultural focus; conceptual framework for simulation validation</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec-04-05">
                <label>4.5</label>
                <title>Operating Modes</title>
                <p>The system operates across four distinct modes depending on the availability of solar irradiance, wind speed, and stored energy levels:</p>
                <p><italic>Mode 1 &#x2014; Surplus Generation:</italic> When combined PV and WT generation exceeds the instantaneous load demand (P<sub>PV</sub> + P<sub>WT</sub> &#x003E; P<sub>load</sub>), the surplus power is directed in priority order to: (i) the CSP molten salt heat exchanger via electric heaters to top up thermal storage, and (ii) the PEM electrolyzer for hydrogen production. This prioritization maximizes the utilization of dispatchable thermal storage while producing hydrogen as a secondary long-term energy carrier.</p>
                <p><italic>Mode 2 &#x2014; Balanced Generation:</italic> When PV and WT generation approximately meets load demand (P<sub>PV</sub> + P<sub>WT</sub> &#x2248; P<sub>load</sub>), the system operates in direct-dispatch mode. The DC bus controller maintains bus voltage regulation through a DC-DC boost converter. No thermal or hydrogen charging occurs in this mode.</p>
                <p><italic>Mode 3 &#x2014; Deficit Generation &#x2014; Short-Term</italic>: During short-term shortfalls (e.g., transient cloud cover, wind lulls), the CSP turbine is activated to draw from molten salt thermal storage to supplement electrical generation. The thermal storage system can provide dispatchable output for 6-12 hours depending on the storage tank sizing.</p>
                <p><italic>Mode 4 &#x2014; Deficit Generation &#x2014; Extended</italic>: During extended low-generation periods (e.g., multi-day low irradiance and wind), stored hydrogen can be converted back to electricity via a fuel cell stack, providing a final layer of energy security. In the proposed agricultural application, hydrogen is also available directly for fueling farm equipment, eliminating the need for diesel.</p>
            </sec>
            <sec id="sec-04-06">
                <label>4.6</label>
                <title>Simplified Energy Balance Framework</title>
                <p>At any time <italic>t</italic>, the instantaneous electrical power balance of the hybrid renewable-energy system is expressed as</p>
                    <disp-formula>
                    <mml:math display="block" id="eq-001">
                        <mml:mtr>
                            <mml:mtd>
                                <mml:mtext>(1)</mml:mtext>
                            </mml:mtd>
                            <mml:mtd>
                                <mml:msub>
                                <mml:mi>P</mml:mi>
                                <mml:mrow>
                                    <mml:mi>P</mml:mi>
                                    <mml:mi>V</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>(</mml:mo>
                                <mml:mi>t</mml:mi>
                                <mml:mo>)</mml:mo>
                                <mml:mo>+</mml:mo>
                                <mml:msub>
                                <mml:mi>P</mml:mi>
                                <mml:mrow>
                                    <mml:mi>W</mml:mi>
                                    <mml:mi>T</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>(</mml:mo>
                                <mml:mi>t</mml:mi>
                                <mml:mo>)</mml:mo>
                                <mml:mo>+</mml:mo>
                                <mml:msub>
                                <mml:mi>P</mml:mi>
                                <mml:mrow>
                                    <mml:mi>C</mml:mi>
                                    <mml:mi>S</mml:mi>
                                    <mml:mi>P</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>(</mml:mo>
                                <mml:mi>t</mml:mi>
                                <mml:mo>)</mml:mo>
                                <mml:mo>+</mml:mo>
                                <mml:msub>
                                <mml:mi>P</mml:mi>
                                <mml:mrow>
                                    <mml:mi>F</mml:mi>
                                    <mml:mi>C</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>(</mml:mo>
                                <mml:mi>t</mml:mi>
                                <mml:mo>)</mml:mo>
                                <mml:mo>=</mml:mo>
                                <mml:msub>
                                <mml:mi>P</mml:mi>
                                <mml:mrow>
                                    <mml:mi>l</mml:mi>
                                    <mml:mi>o</mml:mi>
                                    <mml:mi>a</mml:mi>
                                    <mml:mi>d</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>(</mml:mo>
                                <mml:mi>t</mml:mi>
                                <mml:mo>)</mml:mo>
                                <mml:mo>+</mml:mo>
                                <mml:msub>
                                <mml:mi>P</mml:mi>
                                <mml:mrow>
                                    <mml:mi>E</mml:mi>
                                    <mml:mi>L</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>(</mml:mo>
                                <mml:mi>t</mml:mi>
                                <mml:mo>)</mml:mo>
                                <mml:mo>+</mml:mo>
                                <mml:msub>
                                <mml:mi>P</mml:mi>
                                <mml:mrow>
                                    <mml:mi>T</mml:mi>
                                    <mml:mi>C</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>(</mml:mo>
                                <mml:mi>t</mml:mi>
                                <mml:mo>)</mml:mo>
                                <mml:mo>+</mml:mo>
                                <mml:msub>
                                <mml:mi>P</mml:mi>
                                <mml:mrow>
                                    <mml:mi>l</mml:mi>
                                    <mml:mi>o</mml:mi>
                                    <mml:mi>s</mml:mi>
                                    <mml:mi>s</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>(</mml:mo>
                                <mml:mi>t</mml:mi>
                                <mml:mo>)</mml:mo>
                            </mml:mtd>
                        </mml:mtr>
                    </mml:math>
                </disp-formula>
                <p content-type="no space">where <italic>P<sub>PV</sub></italic>(<italic>t</italic>) and <italic>P<sub>WT</sub></italic>(<italic>t</italic>) denote the instantaneous electrical power generated by the photovoltaic array and wind turbines, respectively; <italic>P<sub>CSP</sub></italic>(<italic>t</italic>) represents the dispatchable electrical power supplied by the concentrating solar power plant, including power generated using thermal energy discharged from the molten-salt storage system; and<italic> P<sub>FC</sub></italic>(<italic>t</italic>) is the electrical power generated by the hydrogen fuel cell. The demand-side terms <italic>P<sub>load</sub></italic>(<italic>t</italic>), <italic>P<sub>EL</sub></italic>(<italic>t</italic>), and <italic>P<sub>TC</sub></italic>(<italic>t</italic>) represent the instantaneous electrical load demand, the power consumed by the proton-exchange-membrane electrolyzer, and the electrical power consumed by the heater used to charge the molten-salt thermal-energy storage system, respectively. The term <italic>P<sub>loss</sub></italic>(<italic>t</italic>) accounts for conversion, storage, transmission, and distribution losses within the system.</p>
                <p>Equation (1) represents an instantaneous power balance, and all terms should therefore be expressed in consistent power units, such as kW or MW. The corresponding daily energy balance is obtained by integrating the power terms over a daily operating period <italic>T<sub>d</sub></italic>, typically 24 h:</p>
                <disp-formula>
                    <mml:math display="block" id="eq-002">
                        <mml:mtr>
                            <mml:mtd>
                                <mml:mtext>(2)</mml:mtext>
                            </mml:mtd>
                            <mml:mtd>
                                <mml:msub>
                                <mml:mi>E</mml:mi>
                                <mml:mrow>
                                    <mml:mi>P</mml:mi>
                                    <mml:mi>V</mml:mi>
                                    <mml:mo>,</mml:mo>
                                    <mml:mi>d</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>+</mml:mo>
                                <mml:msub>
                                <mml:mi>E</mml:mi>
                                <mml:mrow>
                                    <mml:mi>W</mml:mi>
                                    <mml:mi>T</mml:mi>
                                    <mml:mo>,</mml:mo>
                                    <mml:mi>d</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>+</mml:mo>
                                <mml:msub>
                                <mml:mi>E</mml:mi>
                                <mml:mrow>
                                    <mml:mi>C</mml:mi>
                                    <mml:mi>S</mml:mi>
                                    <mml:mi>P</mml:mi>
                                    <mml:mo>,</mml:mo>
                                    <mml:mi>d</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>+</mml:mo>
                                <mml:msub>
                                <mml:mi>E</mml:mi>
                                <mml:mrow>
                                    <mml:mi>F</mml:mi>
                                    <mml:mi>C</mml:mi>
                                    <mml:mo>,</mml:mo>
                                    <mml:mi>d</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>=</mml:mo>
                                <mml:msub>
                                <mml:mi>E</mml:mi>
                                <mml:mrow>
                                    <mml:mi>l</mml:mi>
                                    <mml:mi>o</mml:mi>
                                    <mml:mi>a</mml:mi>
                                    <mml:mi>d</mml:mi>
                                    <mml:mo>,</mml:mo>
                                    <mml:mi>d</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>+</mml:mo>
                                <mml:msub>
                                <mml:mi>E</mml:mi>
                                <mml:mrow>
                                    <mml:mi>E</mml:mi>
                                    <mml:mi>L</mml:mi>
                                    <mml:mo>,</mml:mo>
                                    <mml:mi>d</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>+</mml:mo>
                                <mml:msub>
                                <mml:mi>E</mml:mi>
                                <mml:mrow>
                                    <mml:mi>T</mml:mi>
                                    <mml:mi>C</mml:mi>
                                    <mml:mo>,</mml:mo>
                                    <mml:mi>d</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>+</mml:mo>
                                <mml:msub>
                                <mml:mi>E</mml:mi>
                                <mml:mrow>
                                    <mml:mi>l</mml:mi>
                                    <mml:mi>o</mml:mi>
                                    <mml:mi>s</mml:mi>
                                    <mml:mi>s</mml:mi>
                                    <mml:mo>,</mml:mo>
                                    <mml:mi>d</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                            </mml:mtd>
                        </mml:mtr>
                    </mml:math>
                </disp-formula>
                <p content-type="no space">where the daily energy associated with each system component <italic>x</italic> is defined as</p>
                <disp-formula>
                    <mml:math display="block" id="eq-003">
                        <mml:mtr>
                            <mml:mtd>
                                <mml:mtext>(3)</mml:mtext>
                            </mml:mtd>
                            <mml:mtd>
                                <mml:msub>
                                <mml:mi>E</mml:mi>
                                <mml:mrow>
                                    <mml:mi>x</mml:mi>
                                    <mml:mo>,</mml:mo>
                                    <mml:mi>d</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>=</mml:mo>
                                <mml:msubsup>
                                <mml:mo>&#x222B;</mml:mo>
                                <mml:mrow>
                                    <mml:msub>
                                    <mml:mi>t</mml:mi>
                                    <mml:mi>d</mml:mi>
                                    </mml:msub>
                                </mml:mrow>
                                <mml:mrow>
                                    <mml:msub>
                                    <mml:mi>t</mml:mi>
                                    <mml:mi>d</mml:mi>
                                    </mml:msub>
                                    <mml:mo>+</mml:mo>
                                    <mml:msub>
                                    <mml:mi>T</mml:mi>
                                    <mml:mi>d</mml:mi>
                                    </mml:msub>
                                </mml:mrow>
                                </mml:msubsup>
                                <mml:msub>
                                <mml:mi>P</mml:mi>
                                <mml:mi>x</mml:mi>
                                </mml:msub>
                                <mml:mrow>
                                <mml:mo>(</mml:mo>
                                <mml:mi>t</mml:mi>
                                <mml:mo>)</mml:mo>
                                </mml:mrow>
                                <mml:mi>d</mml:mi>
                                <mml:mi>t</mml:mi>
                                <mml:mo>.</mml:mo>
                            </mml:mtd>
                        </mml:mtr>
                    </mml:math>
                </disp-formula>
                <p>For a discrete-time simulation, Equation (3) can be written as</p>
                <disp-formula>
                    <mml:math display="block" id="eq-004">
                        <mml:mtr>
                            <mml:mtd>
                                <mml:mtext>(4)</mml:mtext>
                            </mml:mtd>
                            <mml:mtd>
                                <mml:msub>
                                <mml:mi>E</mml:mi>
                                <mml:mrow>
                                    <mml:mi>x</mml:mi>
                                    <mml:mo>,</mml:mo>
                                    <mml:mi>d</mml:mi>
                                </mml:mrow>
                                </mml:msub>
                                <mml:mo>=</mml:mo>
                                <mml:munderover>
                                <mml:mo>&#x2211;</mml:mo>
                                <mml:mrow>
                                    <mml:mi>k</mml:mi>
                                    <mml:mo>=</mml:mo>
                                    <mml:mn>1</mml:mn>
                                </mml:mrow>
                                <mml:mrow>
                                    <mml:msub>
                                    <mml:mi>N</mml:mi>
                                    <mml:mi>d</mml:mi>
                                    </mml:msub>
                                </mml:mrow>
                                </mml:munderover>
                                <mml:msub>
                                <mml:mi>P</mml:mi>
                                <mml:mi>x</mml:mi>
                                </mml:msub>
                                <mml:mo>(</mml:mo>
                                <mml:mi>k</mml:mi>
                                <mml:mo>)</mml:mo>
                                <mml:mi>&#x0394;</mml:mi>
                                <mml:mi>t</mml:mi>
                                <mml:mo>,</mml:mo>
                                <mml:mspace></mml:mspace>
                                <mml:mspace></mml:mspace>
                                <mml:msub>
                                <mml:mi>N</mml:mi>
                                <mml:mi>d</mml:mi>
                                </mml:msub>
                                <mml:mo>=</mml:mo>
                                <mml:mfrac>
                                <mml:msub>
                                    <mml:mi>T</mml:mi>
                                    <mml:mi>d</mml:mi>
                                </mml:msub>
                                <mml:mrow>
                                    <mml:mi>&#x0394;</mml:mi>
                                    <mml:mi>t</mml:mi>
                                </mml:mrow>
                                </mml:mfrac>
                                <mml:mo>,</mml:mo>
                            </mml:mtd>
                        </mml:mtr>
                    </mml:math>
                </disp-formula>
                <p content-type="no space">where &#x0394;<italic>t</italic> is the simulation time-step duration and <italic>N<sub>d</sub></italic> is the total number of time steps within the daily operating period. The energy quantities in Equations (2)-(4) should be expressed in consistent units, such as kWh or MWh. The term <italic>P<sub>TC</sub></italic>(<italic>t</italic>) is included in the electrical power balance only when the molten-salt storage system is charged using an electrically powered heater. Thermal energy transferred directly from the CSP solar field to the molten-salt storage system should be represented separately in the CSP thermal-energy balance [<xref ref-type="bibr" rid="B-156">156</xref>]. This framework provides a simplified representation of the system&#x2019;s energy flows. A full simulation using HOMER Pro or an equivalent tool, incorporating hourly meteorological data for a representative off-grid site, is identified as the next step and will be presented in a follow-on publication.</p>
            </sec>
            <sec id="sec-04-07">
                <label>4.7</label>
                <title>Practical Implementation Challenges</title>
                <p>The practical deployment of the proposed battery-less PV-WT-CSP-hydrogen system requires coordinated consideration of economic, operational, scalability, and reliability constraints.</p>
                <p>Economic feasibility: The system requires substantial capital investment in PV and WT generation, the CSP receiver and power block, molten-salt TES, PEM electrolyzer, water-treatment unit, hydrogen compressor and storage tank, fuel cell, power converters, and supervisory control. Operating costs include CSP cleaning, salt circulation and heat tracing, water purification, compressor servicing, hydrogen-system inspection, and electrolyzer and fuel-cell stack replacement. Feasibility should therefore be evaluated using net present cost, levelized cost of energy, and levelized cost of hydrogen, with sensitivity to equipment cost, discount rate, renewable-resource availability, hydrogen demand, diesel prices, and policy incentives [<xref ref-type="bibr" rid="B-110">110</xref>,<xref ref-type="bibr" rid="B-113">113</xref>,<xref ref-type="bibr" rid="B-114">114</xref>,<xref ref-type="bibr" rid="B-117">117</xref>,<xref ref-type="bibr" rid="B-157">157</xref>]. Dual hydrogen use may improve equipment utilization, but this benefit must be quantified through system-level techno-economic analysis.</p>
                <p>System control and coordination: The energy-management system must coordinate variable PV and WT outputs, CSP-TES charging and discharging, electrolyzer and fuel-cell operating limits, hydrogen-reserve allocation, and DC-bus and AC-load regulation. Because the system excludes batteries, converter coordination, short-term power balancing, black-start capability, load shedding, and renewable-generation forecasting are particularly important [<xref ref-type="bibr" rid="B-081">81</xref>,<xref ref-type="bibr" rid="B-085">85</xref>,<xref ref-type="bibr" rid="B-090">90</xref>,<xref ref-type="bibr" rid="B-125">125</xref>].</p>
                <p>Scalability: Deployment is constrained by site-specific solar irradiance, direct normal irradiance, wind availability, land and water requirements, CSP plant scale, hydrogen-storage and dispensing infrastructure, and access to technical support. A staged transition from pilot demonstration to community-scale deployment using measured resources and load data is therefore required [<xref ref-type="bibr" rid="B-122">122</xref>,<xref ref-type="bibr" rid="B-147">147</xref>,<xref ref-type="bibr" rid="B-158">158</xref>,<xref ref-type="bibr" rid="B-159">159</xref>].</p>
                <p>Maintenance and reliability: Major concerns include PV soiling, WT mechanical wear, CSP mirror and receiver degradation, molten-salt corrosion or freezing, electrolyzer and fuel-cell aging, compressor wear, hydrogen leakage, and pressure-vessel inspection [<xref ref-type="bibr" rid="B-117">117</xref>,<xref ref-type="bibr" rid="B-122">122</xref>,<xref ref-type="bibr" rid="B-151">151</xref>,<xref ref-type="bibr" rid="B-160">160</xref>]. SCADA-based condition monitoring, hydrogen-leak detection, freeze protection, fault isolation, preventive maintenance, and scheduled component replacement are consequently essential for reliable long-term operation.</p>
            </sec>
        </sec>
        <sec id="sec-05">
            <label>5.</label>
            <title>Conclusion and Future Research Directions</title>
            <p>This paper has presented a comprehensive review of battery-less off-grid renewable energy systems, surveying storage alternatives (supercapacitors, flywheels, CAES, pumped hydro, hydrogen, and molten salt thermal storage), reviewing their performance characteristics, applications, and limitations, and proposing a novel integrated hybrid system combining PV, wind turbines, CSP with molten salt storage, and green hydrogen production.</p>
            <p>Several key findings emerge from the review:</p>
            <p>First, no single battery-less storage technology is universally superior. Supercapacitors and flywheels are best suited to short-duration, high-power applications such as transient buffering and power quality management, while pumped hydro and molten salt TES are optimal for large-scale, long-duration storage where geography permits. Hydrogen offers unique advantages for very long-duration storage and multi-vector energy use but carries the penalty of low round-trip electrical efficiency (25-45%), making its economic case dependent on the availability of surplus renewable generation and the presence of non-electrical end uses (transportation, industrial feedstock). Second, dual-source and multi-source hybrid configurations consistently outperform single-source systems in reliability metrics. The complementary generation profiles of solar PV (daytime, weather-sensitive) and wind energy (nighttime and seasonal availability) are particularly well matched, and their combination with a dispatchable storage technology (CSP/molten salt or hydrogen) is the configuration most likely to achieve high renewable energy fractions without batteries. Third, the proposed integrated system - combining PV, WT, CSP with molten salt, and hydrogen in a fully battery-less off-grid configuration &#x2014; addresses the key intermittency and reliability issues of its constituent technologies through multi-modal dispatch. The dual use of hydrogen for both electricity backup and direct agricultural fuel is a novel feature that improves the economic case for electrolyzer investment. Full system simulation and techno-economic optimization are required to quantify the performance benefits and provide design guidance for practical deployment; this represents the primary direction for future work.</p>
            <p>Future research priorities identified from this review include: (i) development and experimental validation of energy management strategies for multi-source battery-less systems; (ii) reduction of electrolyzer capital and operating costs to improve hydrogen system economics; (iii) adaptation of micro-scale CAES and pumped hydro to remote off-grid settings; (iv) life-cycle environmental assessment of battery-less systems compared to battery-augmented systems; and (v) policy and regulatory frameworks that can incentivize battery-less configurations in rural electrification programs. Progress on these fronts will be essential to realizing the full potential of battery-less renewable energy systems in off-grid and remote applications globally.</p>
        </sec>
    </body>
    <back>
        <ack>
            <title>Acknowledgments</title>
            <p>The authors gratefully acknowledge Dr. Miguel Acevedo for his invaluable guidance, mentorship, and support. Sincere thanks are also extended to Breana Smitter for her continued assistance and encouragement, and to the Department of Electrical Engineering at the University of North Texas.</p>
        </ack>
        <notes>
            <title>Author contributions</title>
            <p>Ovis D. Irefu: Conceptualization, Methodology, Writing - Original Draft, Investigation, Data Curation, Data Analysis. Godslove I. Ebiega: Methodology, Writing - Review and Editing. Seyi J. Fanifosi: Review, Data Analysis. Terdoo M. Dugeri: Data Curation, Data Analysis.</p>
        </notes>
        <notes>
            <title>Competing Interests</title>
            <p>The authors have declared that no competing interests exist.</p>
        </notes>
        <notes>
            <title>AI-Assisted Technologies Statement</title>
            <p>Artificial intelligence-assisted tools were used solely for grammar refinement, clarity improvement, and language editing during manuscript preparation. All scientific content was developed, reviewed, and verified by the authors to ensure accuracy and integrity. The authors take full responsibility for the analyses, interpretations, and conclusions presented in this work.</p>
        </notes>
        <ref-list>
            <title>References</title>
            <ref id="B-001">
                <label>1. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Miranda</surname><given-names>MS</given-names></name>,
                    <name><surname>Infield</surname><given-names>D</given-names></name>.
                    <article-title>A wind-powered seawater reverse-osmosis system without batteries</article-title>.
                    <source>Desalination</source>.
                    <year iso-8601-date="2003">2003</year>; 
                    <volume>153</volume>: 
                    <fpage>9</fpage>-<lpage>16</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-002">
                <label>2. </label>
                <mixed-citation publication-type="other" publication-format="web">
                    <name><surname>Bird</surname><given-names>L</given-names></name>,
                    <name><surname>Milligan</surname><given-names>M</given-names></name>,
                    <name><surname>Lew</surname><given-names>D</given-names></name>.
                    <article-title>Integrating variable renewable energy: Challenges and solutions</article-title> [Internet].
                    <publisher-loc>Golden, CO</publisher-loc>:
                    <publisher-name>NREL</publisher-name>;
                    <year iso-8601-date="2013">2013</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.osti.gov/servlets/purl/1097911">https://www.osti.gov/servlets/purl/1097911</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-003">
                <label>3. </label>
                <mixed-citation publication-type="book">Acevedo MF.
                    <article-title>Introduction to renewable power systems and the environment with R</article-title>. 
                    <publisher-loc>Boca Raton, FL</publisher-loc>:
                    <publisher-name>CRC Press</publisher-name>;
                    <year iso-8601-date="2018">2018</year>.
                </mixed-citation>
            </ref>
            <ref id="B-004">
                <label>4. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Hassan</surname><given-names>Q</given-names></name>,
                    <name><surname>Algburi</surname><given-names>S</given-names></name>,
                    <name><surname>Sameen</surname><given-names>AZ</given-names></name>,
                    <name><surname>Salman</surname><given-names>HM</given-names></name>,
                    <name><surname>Jaszczur</surname><given-names>M</given-names></name>.
                    <article-title>A review of hybrid renewable energy systems: Solar and wind-powered solutions: Challenges, opportunities, and policy implications</article-title>.
                    <source>Results Eng</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>20</volume>: 
                    <fpage>101621</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-005">
                <label>5. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Thomson</surname><given-names>M</given-names></name>,
                    <name><surname>Infield</surname><given-names>D</given-names></name>.
                    <article-title>A photovoltaic-powered seawater reverse-osmosis system without batteries</article-title>.
                    <source>Desalination</source>.
                    <year iso-8601-date="2003">2003</year>; 
                    <volume>153</volume>: 
                    <fpage>1</fpage>-<lpage>8</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-006">
                <label>6. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Balasingam</surname><given-names>B</given-names></name>,
                    <name><surname>Ahmed</surname><given-names>M</given-names></name>,
                    <name><surname>Pattipati</surname><given-names>K</given-names></name>.
                    <article-title>Battery management systems-Challenges and some solutions</article-title>.
                    <source>Energies</source>.
                    <year iso-8601-date="2020">2020</year>; 
                    <volume>13</volume>: 
                    <fpage>2825</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-007">
                <label>7. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Carta</surname><given-names>JA</given-names></name>,
                    <name><surname>Cabrera</surname><given-names>P</given-names></name>.
                    <article-title>Optimal sizing of stand-alone wind-powered seawater reverse osmosis plants without use of massive energy storage</article-title>.
                    <source>Appl Energy</source>.
                    <year iso-8601-date="2021">2021</year>; 
                    <volume>304</volume>: 
                    <fpage>117888</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-008">
                <label>8. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Cabrera</surname><given-names>P</given-names></name>,
                    <name><surname>Carta</surname><given-names>JA</given-names></name>,
                    <name><surname>Gonzalez</surname><given-names>J</given-names></name>,
                    <name><surname>Melian</surname><given-names>G</given-names></name>.
                    <article-title>Wind-driven SWRO desalination prototype with and without batteries: A performance simulation using machine learning models</article-title>.
                    <source>Desalination</source>.
                    <year iso-8601-date="2018">2018</year>; 
                    <volume>435</volume>: 
                    <fpage>77</fpage>-<lpage>96</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-009">
                <label>9. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Nezhad</surname><given-names>QA</given-names></name>,
                    <name><surname>Jafarmadar</surname><given-names>S</given-names></name>,
                    <name><surname>Genceli</surname><given-names>H</given-names></name>.
                    <article-title>Analysis of a novel concentrated solar power and magnetohydrodynamic liquid metal units integrated system with hydrogen production</article-title>.
                    <source>Int J Hydrogen Energy</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>48</volume>: 
                    <fpage>22734</fpage>-<lpage>22751</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-010">
                <label>10. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Okura</surname><given-names>SS</given-names></name>,
                    <name><surname>Ponte</surname><given-names>MC</given-names></name>,
                    <name><surname>Palombella</surname><given-names>FO</given-names></name>,
                    <name><surname>da Silva</surname><given-names>LS</given-names></name>,
                    <name><surname>Dias</surname><given-names>SV</given-names></name>,
                    <name><surname>Almeida</surname><given-names>JR</given-names></name>,
                    <etal/>.
                    <article-title>Evaluation of direct coupling between conventional windmills and reverse osmosis desalination systems at low wind speeds</article-title>.
                    <source>Energy Convers Manage</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>295</volume>: 
                    <fpage>117654</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-011">
                <label>11. </label>
                <mixed-citation publication-type="other" publication-format="web">International Energy Agency.
                    <article-title>Renewables 2022</article-title> [Internet].
                    <publisher-loc>Paris, France</publisher-loc>:
                    <publisher-name>IEA</publisher-name>;
                    <year iso-8601-date="2022">2022</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.iea.org/reports/renewables-2022">https://www.iea.org/reports/renewables-2022</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-012">
                <label>12. </label>
                <mixed-citation publication-type="other" publication-format="web">International Energy Agency.
                    <article-title>Snapshot of Global PV Markets 2024</article-title> [Internet].
                    <publisher-loc>Paris, France</publisher-loc>:
                    <publisher-name>IEA</publisher-name>;
                    <year iso-8601-date="2024">2024</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://iea-pvps.org/snapshot-reports/snapshot-2024/">https://iea-pvps.org/snapshot-reports/snapshot-2024/</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-013">
                <label>13. </label>
                <mixed-citation publication-type="other" publication-format="web">International Energy Forum.
                    <article-title>The remarkable rise of solar power</article-title> [Internet].
                    <publisher-loc>Riyadh, Saudi Arabia</publisher-loc>:
                    <publisher-name>IEF</publisher-name>;
                    <year iso-8601-date="2024">2024</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.ief.org/news/the-remarkable-rise-of-solar-power">https://www.ief.org/news/the-remarkable-rise-of-solar-power</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-014">
                <label>14. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Tola</surname><given-names>OJ</given-names></name>,
                    <name><surname>Irefu</surname><given-names>OD</given-names></name>,
                    <name><surname>Ambafi</surname><given-names>JG</given-names></name>.
                    <article-title>Load frequency control in Island micro-grid with electric vehicles and renewable energy sources using modified fractional order PID controller</article-title>.
                    <source>Int J Power Electron Drive Syst</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>15</volume>: 
                    <fpage>168</fpage>-<lpage>179</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-015">
                <label>15. </label>
                <mixed-citation publication-type="other" publication-format="web">U.S. Energy Information Administration.
                    <article-title>Electricity explained: Electricity generation, capacity, and sales in the United States</article-title> [Internet].
                    <publisher-loc>Washington, D.C.</publisher-loc>:
                    <publisher-name>U.S. Energy Information Administration</publisher-name>;
                    <year iso-8601-date="2026">2026</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.eia.gov/energyexplained/electricity/electricity-in-the-us-generation-capacity-and-sales.php">https://www.eia.gov/energyexplained/electricity/electricity-in-the-us-generation-capacity-and-sales.php</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-016">
                <label>16. </label>
                <mixed-citation publication-type="other" publication-format="web">International Energy Agency.
                    <article-title>Wind</article-title> [Internet].
                    <publisher-loc>Paris, France</publisher-loc>:
                    <publisher-name>IEA</publisher-name>;
                    <year iso-8601-date="2026">2026</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.iea.org/energy-system/renewables/wind">https://www.iea.org/energy-system/renewables/wind</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-017">
                <label>17. </label>
                <mixed-citation publication-type="other" publication-format="web">International Energy Agency.
                    <article-title>Renewables 2023</article-title> [Internet].
                    <publisher-loc>Paris, France</publisher-loc>:
                    <publisher-name>IEA</publisher-name>;
                    <year iso-8601-date="2024">2024</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.iea.org/reports/renewables-2023">https://www.iea.org/reports/renewables-2023</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-018">
                <label>18. </label>
                <mixed-citation publication-type="other" publication-format="web">International Renewable Energy Agency.
                    <article-title>Record Growth Drives Cost Advantage of Renewable Power</article-title> [Internet].
                    <publisher-loc>Abu Dhabi, United Arab Emirates</publisher-loc>:
                    <publisher-name>IRENA</publisher-name>;
                    <year iso-8601-date="2024">2024</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.irena.org/News/pressreleases/2024/Sep/Record-Growth-Drives-Cost-Advantage-of-Renewable-Power">https://www.irena.org/News/pressreleases/2024/Sep/Record-Growth-Drives-Cost-Advantage-of-Renewable-Power</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-019">
                <label>19. </label>
                <mixed-citation publication-type="other" publication-format="web">International Energy Agency.
                    <article-title>Solar PV</article-title> [Internet].
                    <publisher-loc>Paris, France</publisher-loc>:
                    <publisher-name>IEA</publisher-name>;
                    <year iso-8601-date="2026">2026</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.iea.org/energy-system/renewables/solar-pv">https://www.iea.org/energy-system/renewables/solar-pv</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-020">
                <label>20. </label>
                <mixed-citation publication-type="other" publication-format="web">United Nations Framework Convention on Climate Change.
                    <article-title>Key aspects of the Paris Agreement</article-title> [Internet].
                    <publisher-loc>Bonn, Germany</publisher-loc>:
                    <publisher-name>UNFCCC</publisher-name>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://unfccc.int/most-requested/key-aspects-of-the-paris-agreement">https://unfccc.int/most-requested/key-aspects-of-the-paris-agreement</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-021">
                <label>21. </label>
                <mixed-citation publication-type="other" publication-format="web">
                    <name><surname>Broderick</surname><given-names>R</given-names></name>,
                    <name><surname>Garcia</surname><given-names>BM</given-names></name>,
                    <name><surname>Horn</surname><given-names>S</given-names></name>,
                    <name><surname>Lave</surname><given-names>MS</given-names></name>.
                    <article-title>Microgrid Conceptual Design Guidebook | 2022</article-title> [Internet].
                    <publisher-loc>Albuquerque, NM</publisher-loc>:
                    <publisher-name>Sandia National Laboratories</publisher-name>;
                    <year iso-8601-date="2022">2022</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.osti.gov/servlets/purl/1863659/">https://www.osti.gov/servlets/purl/1863659/</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-022">
                <label>22. </label>
                <mixed-citation publication-type="other" publication-format="web">
                    <name><surname>Burr</surname><given-names>MT</given-names></name>,
                    <name><surname>Zimmer</surname><given-names>MJ</given-names></name>,
                    <name><surname>Meloy</surname><given-names>B</given-names></name>,
                    <name><surname>Bertrand</surname><given-names>J</given-names></name>,
                    <name><surname>Levesque</surname><given-names>W</given-names></name>,
                    <name><surname>Warner</surname><given-names>G</given-names></name>.
                    <etal/>.
                    <article-title>Minnesota Microgrids: Barriers, Opportunities, and Pathways Toward Energy Assurance</article-title> [Internet].
                    <publisher-loc>St Paul, MN</publisher-loc>:
                    <publisher-name>Minnesota Department of Commerce</publisher-name>;
                    <year iso-8601-date="2023">2023</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://mn.gov/commerce-stat/pdfs/microgrid.pdf">https://mn.gov/commerce-stat/pdfs/microgrid.pdf</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-023">
                <label>23. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Baqar</surname><given-names>A</given-names></name>,
                    <name><surname>Camara</surname><given-names>MB</given-names></name>,
                    <name><surname>Dakyo</surname><given-names>B</given-names></name>.
                    <article-title>Supercapacitors fast ageing control in residential microgrid based photovoltaic/fuel cell/electric vehicle charging station</article-title>.
                    <source>Energies</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>16</volume>: 
                    <fpage>5084</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-024">
                <label>24. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Hunt</surname><given-names>JD</given-names></name>,
                    <name><surname>Zakeri</surname><given-names>B</given-names></name>,
                    <name><surname>Jurasz</surname><given-names>J</given-names></name>,
                    <name><surname>Tong</surname><given-names>W</given-names></name>,
                    <name><surname>D&#x0105;bek</surname><given-names>PB</given-names></name>,
                    <name><surname>Brand&#x00e3;o</surname><given-names>R</given-names></name>,
                    <etal/>.
                    <article-title>Underground gravity energy storage: A solution for long-term energy storage</article-title>.
                    <source>Energies</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>16</volume>: 
                    <fpage>825</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-025">
                <label>25. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Guo</surname><given-names>J</given-names></name>,
                    <name><surname>Ma</surname><given-names>R</given-names></name>,
                    <name><surname>Zou</surname><given-names>H</given-names></name>.
                    <article-title>Compressed air energy storage and future development</article-title>.
                    <source>J Phys Conf Ser</source>.
                    <year iso-8601-date="2021">2021</year>; 
                    <volume>2108</volume>: 
                    <fpage>012037</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-026">
                <label>26. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Kheshti</surname><given-names>M</given-names></name>,
                    <name><surname>Zhao</surname><given-names>X</given-names></name>,
                    <name><surname>Liang</surname><given-names>T</given-names></name>,
                    <name><surname>Nie</surname><given-names>B</given-names></name>,
                    <name><surname>Ding</surname><given-names>Y</given-names></name>,
                    <name><surname>Greaves</surname><given-names>D</given-names></name>.
                    <article-title>Liquid air energy storage for ancillary services in an integrated hybrid renewable system</article-title>.
                    <source>Renew Energy</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>199</volume>: 
                    <fpage>298</fpage>-<lpage>307</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-027">
                <label>27. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Boretti</surname><given-names>A</given-names></name>,
                    <name><surname>Castelletto</surname><given-names>S</given-names></name>.
                    <article-title>High-temperature molten-salt thermal energy storage and advanced-Ultra-supercritical power cycles</article-title>.
                    <source>J Energy Storage</source>.
                    <year iso-8601-date="2021">2021</year>; 
                    <volume>42</volume>: 
                    <fpage>103143</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-028">
                <label>28. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Noro</surname><given-names>Y</given-names></name>,
                    <name><surname>Uchiyama</surname><given-names>S</given-names></name>.
                    <article-title>Use of hydrogen storage in an off-grid system for implementing a renewable-energy system</article-title>.
                    <source>Clean Energy</source>.
                    <year iso-8601-date="2021">2021</year>; 
                    <volume>5</volume>: 
                    <fpage>704</fpage>-<lpage>712</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-029">
                <label>29. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Worku</surname><given-names>MY</given-names></name>.
                    <article-title>Recent advances in energy storage systems for renewable source grid integration: A comprehensive review</article-title>.
                    <source>Sustainability</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>14</volume>: 
                    <fpage>5985</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-030">
                <label>30. </label>
                <mixed-citation publication-type="other">
                    <name><surname>Gurung</surname><given-names>S</given-names></name>,
                    <name><surname>Thakur</surname><given-names>S</given-names></name>,
                    <name><surname>Smithers</surname><given-names>B</given-names></name>,
                    <name><surname>Acevedo</surname><given-names>M</given-names></name>.
                    <article-title>Wireless soil moisture sensor networks for agriculture</article-title>. 
                    <source>Proceedings of the 2020 Waste-management Education Research (WERC); 2020 April 12-15; Las Cruces, NM, USA</source>.
                    <publisher-loc>New York, NY</publisher-loc>:
                    <publisher-name>IEEE</publisher-name>.
                </mixed-citation>
            </ref>
            <ref id="B-031">
                <label>31. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Malek</surname><given-names>MHA</given-names></name>,
                    <name><surname>Mustafa</surname><given-names>F</given-names></name>,
                    <name><surname>Asry</surname><given-names>AMM</given-names></name>.
                    <article-title>A battery-less power supply using supercapacitor as energy storage powered by solar</article-title>.
                    <source>Int J Power Electron Drive Syst</source>.
                    <year iso-8601-date="2019">2019</year>; 
                    <volume>10</volume>: 
                    <fpage>568</fpage>-<lpage>574</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-032">
                <label>32. </label>
                <mixed-citation publication-type="other">
                    <name><surname>Rahman</surname><given-names>AA</given-names></name>,
                    <name><surname>Rashid</surname><given-names>NA</given-names></name>,
                    <name><surname>Aziz</surname><given-names>AS</given-names></name>,
                    <name><surname>Witjaksono</surname><given-names>G</given-names></name>.
                    <article-title>Design of autonomous micro-solar powered energy harvesting system for self-powered batteries-less wireless sensor mote</article-title>. 
                    <source>Proceedings of the 2012 Electronics Goes Green 2012+; 2012 September 09-12; Berlin, Germany</source>.
                    <publisher-loc>New York, NY</publisher-loc>:
                    <publisher-name>IEEE</publisher-name>.
                </mixed-citation>
            </ref>
            <ref id="B-033">
                <label>33. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Ezhilarasan</surname><given-names>G</given-names></name>,
                    <name><surname>Sundaram</surname><given-names>A</given-names></name>,
                    <name><surname>Ahamed</surname><given-names>A</given-names></name>,
                    <name><surname>Shanu</surname><given-names>M</given-names></name>.
                    <article-title>Battery-less power conditioning system using mechanical fly wheel. Int J Innov Technol Explor Eng</article-title>.
                    <source>Int J Innov Technol Explor Eng</source>.
                    <year iso-8601-date="2019">2019</year>; 
                    <volume>9</volume>: 
                    <fpage>611</fpage>-<lpage>615</lpage>.
                    <comment>doi: 10.35940/ijitee.B1190.1292S419</comment>.
                </mixed-citation>
            </ref>
            <ref id="B-034">
                <label>34. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Cui</surname><given-names>F</given-names></name>,
                    <name><surname>An</surname><given-names>D</given-names></name>,
                    <name><surname>Teng</surname><given-names>S</given-names></name>,
                    <name><surname>Lin</surname><given-names>X</given-names></name>,
                    <name><surname>Li</surname><given-names>D</given-names></name>,
                    <name><surname>Xi</surname><given-names>H</given-names></name>.
                    <article-title>Cogeneration systems of solar energy integrated with compressed air energy storage systems: A comparative study of various energy recovery strategies</article-title>.
                    <source>Case Stud Therm Eng</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>51</volume>: 
                    <fpage>103521</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-035">
                <label>35. </label>
                <mixed-citation publication-type="other">
                    <name><surname>Thombre</surname><given-names>AC</given-names></name>,
                    <name><surname>Shah</surname><given-names>S</given-names></name>,
                    <name><surname>Mahajan</surname><given-names>M</given-names></name>,
                    <name><surname>Haldankar</surname><given-names>GT</given-names></name>.
                    <article-title>Design of a battery-less solar energy storage system based on re-generation of energy</article-title>. 
                    <source>Proceedings of the 2017 8th International Conference on Computing, Communication and Networking Technologies (ICCCNT); 2017 July 03-05; Delhi, India</source>.
                    <publisher-loc>New York, NY</publisher-loc>:
                    <publisher-name>IEEE</publisher-name>.
                </mixed-citation>
            </ref>
            <ref id="B-036">
                <label>36. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Guignard</surname><given-names>N</given-names></name>,
                    <name><surname>Cristofari</surname><given-names>C</given-names></name>,
                    <name><surname>Debusschere</surname><given-names>V</given-names></name>,
                    <name><surname>Garbuio</surname><given-names>L</given-names></name>,
                    <name><surname>Le Mao</surname><given-names>T</given-names></name>.
                    <article-title>Micro pumped hydro energy storage: Sketching a sustainable hybrid solution for colombian off-grid communities</article-title>.
                    <source>Sustainability</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>14</volume>: 
                    <fpage>16734</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-037">
                <label>37. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Pali</surname><given-names>BS</given-names></name>,
                    <name><surname>Vadhera</surname><given-names>S</given-names></name>.
                    <article-title>Uninterrupted sustainable power generation at constant voltage using solar photovoltaic with pumped storage</article-title>.
                    <source>Sustain Energy Technol Assess</source>.
                    <year iso-8601-date="2020">2020</year>; 
                    <volume>42</volume>: 
                    <fpage>100890</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-038">
                <label>38. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Alharthi</surname><given-names>YZ</given-names></name>.
                    <article-title>An analysis of hybrid renewable energy-based hydrogen production and power supply for off-grid systems</article-title>.
                    <source>Processes</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>12</volume>: 
                    <fpage>1201</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-039">
                <label>39. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Meziane</surname><given-names>A</given-names></name>,
                    <name><surname>Meziane</surname><given-names>F</given-names></name>,
                    <name><surname>Zouaoui</surname><given-names>S</given-names></name>.
                    <article-title>Wind turbine-fuel cell power system for supplying isolated sites</article-title>.
                    <source>J Renew Energy</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>1</volume>: 
                    <fpage>125</fpage>-<lpage>138</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-040">
                <label>40. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Akarsu</surname><given-names>B</given-names></name>,
                    <name><surname>Gen&#x00e7;</surname><given-names>MS</given-names></name>.
                    <article-title>Optimization of electricity and hydrogen production with hybrid renewable energy systems</article-title>.
                    <source>Fuel</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>324</volume>: 
                    <fpage>124465</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-041">
                <label>41. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Scamman</surname><given-names>D</given-names></name>,
                    <name><surname>Newborough</surname><given-names>M</given-names></name>,
                    <name><surname>Bustamante</surname><given-names>H</given-names></name>.
                    <article-title>Hybrid hydrogen-battery systems for renewable off-grid telecom power</article-title>.
                    <source>Int J Hydrogen Energy</source>.
                    <year iso-8601-date="2015">2015</year>; 
                    <volume>40</volume>: 
                    <fpage>13876</fpage>-<lpage>13887</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-042">
                <label>42. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Ceylan</surname><given-names>C</given-names></name>,
                    <name><surname>Devrim</surname><given-names>Y</given-names></name>.
                    <article-title>Green hydrogen based off-grid and on-grid hybrid energy systems</article-title>.
                    <source>Int J Hydrogen Energy</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>48</volume>: 
                    <fpage>39084</fpage>-<lpage>39096</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-043">
                <label>43. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Aravind</surname><given-names>KU</given-names></name>,
                    <name><surname>Mekala</surname><given-names>NM</given-names></name>,
                    <name><surname>Muthuraju</surname><given-names>NP</given-names></name>,
                    <name><surname>Soni</surname><given-names>NB</given-names></name>,
                    <name><surname>Al-Ammar</surname><given-names>EA</given-names></name>,
                    <name><surname>Seikh</surname><given-names>AH</given-names></name>,
                    <etal/>.
                    <article-title>Thermal storage for the analysis of hybrid energy systems based on geothermal and solar power</article-title>.
                    <source>Int J Photoenergy</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>2022</volume>: 
                    <fpage>1296822</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-044">
                <label>44. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Rahbari</surname><given-names>HR</given-names></name>,
                    <name><surname>Mand&#x00f8;</surname><given-names>M</given-names></name>,
                    <name><surname>Arabkoohsar</surname><given-names>A</given-names></name>.
                    <article-title>Real-time modeling and optimization of molten salt storage with supercritical steam cycle for sustainable power generation and grid support</article-title>.
                    <source>Process Saf Environ Prot</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>182</volume>: 
                    <fpage>866</fpage>-<lpage>879</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-045">
                <label>45. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Batgi</surname><given-names>SU</given-names></name>,
                    <name><surname>Dincer</surname><given-names>I</given-names></name>.
                    <article-title>Design of a two-renewable energy source-based system with thermal energy storage and hydrogen storage for sustainable development</article-title>.
                    <source>J Energy Storage</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>89</volume>: 
                    <fpage>111742</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-046">
                <label>46. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Ma</surname><given-names>Z</given-names></name>,
                    <name><surname>Davenport</surname><given-names>P</given-names></name>,
                    <name><surname>Zhang</surname><given-names>R</given-names></name>.
                    <article-title>Design analysis of a particle-based thermal energy storage system for concentrating solar power or grid energy storage</article-title>.
                    <source>J Energy Storage</source>.
                    <year iso-8601-date="2020">2020</year>; 
                    <volume>29</volume>: 
                    <fpage>101382</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-047">
                <label>47. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Cabeza</surname><given-names>LF</given-names></name>,
                    <name><surname>V&#x00e9;rez</surname><given-names>D</given-names></name>,
                    <name><surname>Zsembinszki</surname><given-names>G</given-names></name>,
                    <name><surname>Borri</surname><given-names>E</given-names></name>,
                    <name><surname>Prieto</surname><given-names>C</given-names></name>.
                    <article-title>Key challenges for high temperature thermal energy storage in concrete-first steps towards a novel storage design</article-title>.
                    <source>Energies</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>15</volume>: 
                    <fpage>4544</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-048">
                <label>48. </label>
                <mixed-citation publication-type="other">
                    <name><surname>Jiang-feng</surname><given-names>Y</given-names></name>,
                    <name><surname>Wei</surname><given-names>W</given-names></name>,
                    <name><surname>Yong-gang</surname><given-names>P</given-names></name>.
                    <article-title>A real-time optimal energy dispatch for microgrid including battery energy storage</article-title>. 
                    <source>Proceedings of the 2016 10th International Conference on Software, Knowledge, Information Management &#x0026; Applications (SKIMA); 2016 December 15-17; Chengdu, China</source>.
                    <publisher-loc>New York</publisher-loc>:
                    <publisher-name>IEEE</publisher-name>.
                </mixed-citation>
            </ref>
            <ref id="B-049">
                <label>49. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Anastasiadis</surname><given-names>AG</given-names></name>,
                    <name><surname>Papadimitriou</surname><given-names>P</given-names></name>,
                    <name><surname>Vlachou</surname><given-names>P</given-names></name>,
                    <name><surname>Vokas</surname><given-names>GA</given-names></name>.
                    <article-title>Management of hybrid wind and photovoltaic system electrolyzer for green hydrogen production and storage in the presence of a small fleet of hydrogen vehicles-An economic assessment</article-title>.
                    <source>Energies</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>16</volume>: 
                    <fpage>7990</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-050">
                <label>50. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Song</surname><given-names>Y</given-names></name>,
                    <name><surname>Mu</surname><given-names>H</given-names></name>,
                    <name><surname>Li</surname><given-names>N</given-names></name>,
                    <name><surname>Shi</surname><given-names>X</given-names></name>,
                    <name><surname>Zhao</surname><given-names>X</given-names></name>,
                    <name><surname>Chen</surname><given-names>C</given-names></name>,
                    <etal/>.
                    <article-title>Techno-economic analysis of a hybrid energy system for CCHP and hydrogen production based on solar energy</article-title>.
                    <source>Int J Hydrogen Energy</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>47</volume>: 
                    <fpage>24533</fpage>-<lpage>24547</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-051">
                <label>51. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Joshua</surname><given-names>SR</given-names></name>,
                    <name><surname>Yeon</surname><given-names>AN</given-names></name>,
                    <name><surname>Park</surname><given-names>S</given-names></name>,
                    <name><surname>Kwon</surname><given-names>K</given-names></name>.
                    <article-title>Solar-hydrogen storage system: Architecture and integration design of university energy management systems</article-title>.
                    <source>Appl Sci</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>14</volume>: 
                    <fpage>4376</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-052">
                <label>52. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Vuj&#x010d;i&#x0107;</surname><given-names>R</given-names></name>,
                    <name><surname>Krneta</surname><given-names>M</given-names></name>.
                    <article-title>Wind-driven seawater desalination plant for agricultural development on the islands of the County of Split and Dalmatia</article-title>.
                    <source>Renew Energy</source>.
                    <year iso-8601-date="2000">2000</year>; 
                    <volume>19</volume>: 
                    <fpage>173</fpage>-<lpage>183</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-053">
                <label>53. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Ishaq</surname><given-names>H</given-names></name>,
                    <name><surname>Dincer</surname><given-names>I</given-names></name>,
                    <name><surname>Naterer</surname><given-names>GF</given-names></name>.
                    <article-title>Development and assessment of a solar, wind and hydrogen hybrid trigeneration system</article-title>.
                    <source>Int J Hydrogen Energy</source>.
                    <year iso-8601-date="2018">2018</year>; 
                    <volume>43</volume>: 
                    <fpage>23148</fpage>-<lpage>23160</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-054">
                <label>54. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Deng</surname><given-names>Y</given-names></name>,
                    <name><surname>Ehsani</surname><given-names>M</given-names></name>.
                    <article-title>Inertial energy storage integration with wind power generation using transgenerator-flywheel technology</article-title>.
                    <source>Energies</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>17</volume>: 
                    <fpage>3218</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-055">
                <label>55. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Ullah</surname><given-names>F</given-names></name>,
                    <name><surname>Zhang</surname><given-names>X</given-names></name>,
                    <name><surname>Khan</surname><given-names>M</given-names></name>,
                    <name><surname>Mastoi</surname><given-names>MS</given-names></name>,
                    <name><surname>Munir</surname><given-names>HM</given-names></name>,
                    <name><surname>Flah</surname><given-names>A</given-names></name>,
                    <etal/>.
                    <article-title>A comprehensive review of wind power integration and energy storage technologies for modern grid frequency regulation</article-title>.
                    <source>Heliyon</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>10</volume>: 
                    <fpage>e30466</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-056">
                <label>56. </label>
                <mixed-citation publication-type="other" publication-format="web">California Energy Commission.
                    <article-title>Flywheel Systems for Utility Scale Energy Storage, A Transformative Flywheel Project for Commercial Readiness</article-title> [Internet].
                    <publisher-loc>Sacramento, CA</publisher-loc>:
                    <publisher-name>California Energy Commission</publisher-name>;
                    <year iso-8601-date="2019">2019</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.energy.ca.gov/publications/2019/flywheel-systems-utility-scale-energy-storage-transformative-flywheel-project">https://www.energy.ca.gov/publications/2019/flywheel-systems-utility-scale-energy-storage-transformative-flywheel-project</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-057">
                <label>57. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Jamal</surname><given-names>T</given-names></name>,
                    <name><surname>Urmee</surname><given-names>T</given-names></name>,
                    <name><surname>Shafiullah</surname><given-names>GM</given-names></name>.
                    <article-title>Planning of off-grid power supply systems in remote areas using multi-criteria decision analysis</article-title>.
                    <source>Energy</source>.
                    <year iso-8601-date="2020">2020</year>; 
                    <volume>201</volume>: 
                    <fpage>117580</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-058">
                <label>58. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Azimov</surname><given-names>U</given-names></name>,
                    <name><surname>Avezova</surname><given-names>N</given-names></name>.
                    <article-title>Sustainable small-scale hydropower solutions in Central Asian countries for local and cross-border energy/water supply</article-title>.
                    <source>Renew Sustain Energy Rev</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>167</volume>: 
                    <fpage>112726</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-059">
                <label>59. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Hoseinzadeh</surname><given-names>S</given-names></name>,
                    <name><surname>Ghasemi</surname><given-names>MH</given-names></name>,
                    <name><surname>Heyns</surname><given-names>S</given-names></name>.
                    <article-title>Application of hybrid systems in solution of low power generation at hot seasons for micro hydro systems</article-title>.
                    <source>Renew Energy</source>.
                    <year iso-8601-date="2020">2020</year>; 
                    <volume>160</volume>: 
                    <fpage>323</fpage>-<lpage>332</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-060">
                <label>60. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Ma</surname><given-names>T</given-names></name>,
                    <name><surname>Yang</surname><given-names>H</given-names></name>,
                    <name><surname>Guo</surname><given-names>X</given-names></name>,
                    <name><surname>Lou</surname><given-names>C</given-names></name>,
                    <name><surname>Shen</surname><given-names>Z</given-names></name>,
                    <name><surname>Chen</surname><given-names>J</given-names></name>,
                    <etal/>.
                    <article-title>Development of inline hydroelectric generation system from municipal water pipelines</article-title>.
                    <source>Energy</source>.
                    <year iso-8601-date="2018">2018</year>; 
                    <volume>144</volume>: 
                    <fpage>535</fpage>-<lpage>548</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-061">
                <label>61. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Quaranta</surname><given-names>E</given-names></name>,
                    <name><surname>Bonjean</surname><given-names>M</given-names></name>,
                    <name><surname>Cuvato</surname><given-names>D</given-names></name>,
                    <name><surname>Nicolet</surname><given-names>C</given-names></name>,
                    <name><surname>Dreyer</surname><given-names>M</given-names></name>,
                    <name><surname>Gaspoz</surname><given-names>A</given-names></name>,
                    <etal/>.
                    <article-title>Hydropower case study collection: Innovative low head and ecologically improved turbines, hydropower in existing infrastructures, hydropeaking reduction, digitalization and governing systems</article-title>.
                    <source>Sustainability</source>.
                    <year iso-8601-date="2020">2020</year>; 
                    <volume>12</volume>: 
                    <fpage>8873</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-062">
                <label>62. </label>
                <mixed-citation publication-type="book">
                    <name><surname>Sarkar</surname><given-names>S</given-names></name>,
                    <name><surname>Nag</surname><given-names>AK</given-names></name>,
                    <name><surname>Kumar</surname><given-names>R</given-names></name>.
                    <article-title>Chapter 7&#x2013;An overview of small-scale hydropower and its recent development</article-title>. In: 
                    <source>Renewable energy production and distribution</source>.
                    <publisher-name>Academic Press</publisher-name>;
                    <year iso-8601-date="2023">2023</year>. pp. 
                    <fpage>249</fpage>-<lpage>314</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-063">
                <label>63. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Du</surname><given-names>J</given-names></name>,
                    <name><surname>Yang</surname><given-names>H</given-names></name>,
                    <name><surname>Shen</surname><given-names>Z</given-names></name>,
                    <name><surname>Chen</surname><given-names>J</given-names></name>.
                    <article-title>Micro hydro power generation from water supply system in high rise buildings using pump as turbines</article-title>.
                    <source>Energy</source>.
                    <year iso-8601-date="2017">2017</year>; 
                    <volume>137</volume>: 
                    <fpage>431</fpage>-<lpage>440</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-064">
                <label>64. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Vickram</surname><given-names>S</given-names></name>,
                    <name><surname>Rangarajan</surname><given-names>SK</given-names></name>,
                    <name><surname>Dhamodharan</surname><given-names>HS</given-names></name>,
                    <name><surname>Sivasubramaniyan</surname><given-names>M</given-names></name>.
                    <article-title>Micro-hydro systems: Empowering rural communities with small-scale solutions</article-title>.
                    <source>Nanotechnol Percept</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>20</volume>: 
                    <fpage>108</fpage>-<lpage>138</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-065">
                <label>65. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Sagastume Guti&#x00e9;rrez</surname><given-names>A</given-names></name>,
                    <name><surname>Mendoza Fandi&#x00f1;o</surname><given-names>JM</given-names></name>,
                    <name><surname>Cabello Eras</surname><given-names>JJ</given-names></name>,
                    <name><surname>Sofan German</surname><given-names>SJ</given-names></name>.
                    <article-title>Potential of livestock manure and agricultural wastes to mitigate the use of firewood for cooking in rural areas: The case of the department of Cordoba (Colombia)</article-title>.
                    <source>Dev Eng</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>7</volume>: 
                    <fpage>1</fpage>-<lpage>15</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-066">
                <label>66. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Kimming</surname><given-names>M</given-names></name>,
                    <name><surname>Sundberg</surname><given-names>C</given-names></name>,
                    <name><surname>Nordberg</surname><given-names>&#x00c5;</given-names></name>,
                    <name><surname>Baky</surname><given-names>A</given-names></name>,
                    <name><surname>Bernesson</surname><given-names>S</given-names></name>,
                    <name><surname>Nor&#x00e9;n</surname><given-names>O</given-names></name>,
                    <etal/>.
                    <article-title>Biomass from agriculture in small-scale combined heat and power plants-A comparative life cycle assessment</article-title>.
                    <source>Biomass Bioenergy</source>.
                    <year iso-8601-date="2011">2011</year>; 
                    <volume>35</volume>: 
                    <fpage>1572</fpage>-<lpage>1581</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-067">
                <label>67. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Ibitoye</surname><given-names>SE</given-names></name>,
                    <name><surname>Mahamood</surname><given-names>RM</given-names></name>,
                    <name><surname>Jen</surname><given-names>TC</given-names></name>,
                    <name><surname>Loha</surname><given-names>C</given-names></name>,
                    <name><surname>Akinlabi</surname><given-names>ET</given-names></name>.
                    <article-title>An overview of biomass solid fuels: Biomass sources, processing methods, and morphological and microstructural properties</article-title>.
                    <source>J Bioresour Bioprod</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>8</volume>: 
                    <fpage>333</fpage>-<lpage>360</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-068">
                <label>68. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Kikuchi</surname><given-names>Y</given-names></name>,
                    <name><surname>Torizaki</surname><given-names>N</given-names></name>,
                    <name><surname>T&#x00e4;hk&#x00e4;m&#x00f6;</surname><given-names>L</given-names></name>,
                    <name><surname>Enstr&#x00f6;m</surname><given-names>A</given-names></name>,
                    <name><surname>Kuusisto</surname><given-names>S</given-names></name>.
                    <article-title>Life cycle greenhouse gas emissions of biomass-and waste-derived hydrocarbons considering uncertainties in available feedstocks</article-title>.
                    <source>Process Saf Environ Prot</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>166</volume>: 
                    <fpage>693</fpage>-<lpage>703</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-069">
                <label>69. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Shahbaz</surname><given-names>M</given-names></name>,
                    <name><surname>AlNouss</surname><given-names>A</given-names></name>,
                    <name><surname>Ghiat</surname><given-names>I</given-names></name>,
                    <name><surname>Mckay</surname><given-names>G</given-names></name>,
                    <name><surname>Mackey</surname><given-names>H</given-names></name>,
                    <name><surname>Elkhalifa</surname><given-names>S</given-names></name>,
                    <etal/>.
                    <article-title>A comprehensive review of biomass based thermochemical conversion technologies integrated with CO<sub>2</sub> capture and utilisation within BECCS networks</article-title>.
                    <source>Resour Conserv Recycl</source>.
                    <year iso-8601-date="2021">2021</year>; 
                    <volume>173</volume>: 
                    <fpage>105734</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-070">
                <label>70. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Ali</surname><given-names>F</given-names></name>,
                    <name><surname>Dawood</surname><given-names>A</given-names></name>,
                    <name><surname>Hussain</surname><given-names>A</given-names></name>,
                    <name><surname>Alnasir</surname><given-names>MH</given-names></name>,
                    <name><surname>Khan</surname><given-names>MA</given-names></name>,
                    <name><surname>Butt</surname><given-names>TM</given-names></name>,
                    <etal/>.
                    <article-title>Fueling the future: Biomass applications for green and sustainable energy</article-title>.
                    <source>Discover Sustainability</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>5</volume>: 
                    <fpage>156</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-071">
                <label>71. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Hoffmann</surname><given-names>G</given-names></name>,
                    <name><surname>Schingnitz</surname><given-names>D</given-names></name>,
                    <name><surname>Schnapke</surname><given-names>A</given-names></name>,
                    <name><surname>Bilitewski</surname><given-names>B</given-names></name>.
                    <article-title>Reduction of CO<sub>2</sub>-emissions by using biomass in combustion and digestion plants</article-title>.
                    <source>Waste Manage</source>.
                    <year iso-8601-date="2010">2010</year>; 
                    <volume>30</volume>: 
                    <fpage>893</fpage>-<lpage>901</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-072">
                <label>72. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Smaoui</surname><given-names>M</given-names></name>,
                    <name><surname>Abdelkafi</surname><given-names>A</given-names></name>,
                    <name><surname>Krichen</surname><given-names>L</given-names></name>.
                    <article-title>Optimal sizing of stand-alone photovoltaic/wind/hydrogen hybrid system supplying a desalination unit</article-title>.
                    <source>Sol Energy</source>.
                    <year iso-8601-date="2015">2015</year>; 
                    <volume>120</volume>: 
                    <fpage>263</fpage>-<lpage>276</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-073">
                <label>73. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Kaldellis</surname><given-names>JK</given-names></name>,
                    <name><surname>Kavadias</surname><given-names>KA</given-names></name>.
                    <article-title>Optimal wind-hydro solution for Aegean Sea islands&#x2019; electricity-demand fulfilment</article-title>.
                    <source>Appl Energy</source>.
                    <year iso-8601-date="2001">2001</year>; 
                    <volume>70</volume>: 
                    <fpage>333</fpage>-<lpage>354</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-074">
                <label>74. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Pietrasanta</surname><given-names>AM</given-names></name>,
                    <name><surname>Mussati</surname><given-names>SF</given-names></name>,
                    <name><surname>Aguirre</surname><given-names>PA</given-names></name>,
                    <name><surname>Schmidhalter</surname><given-names>I</given-names></name>,
                    <name><surname>Morosuk</surname><given-names>T</given-names></name>,
                    <name><surname>Mussati</surname><given-names>MC</given-names></name>.
                    <article-title>Optimal sizing of seawater desalination systems using wind-solar hybrid renewable energy sources</article-title>.
                    <source>Renew Energy</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>215</volume>: 
                    <fpage>118970</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-075">
                <label>75. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Obara</surname><given-names>SY</given-names></name>,
                    <name><surname>Fujimoto</surname><given-names>S</given-names></name>,
                    <name><surname>Sato</surname><given-names>K</given-names></name>,
                    <name><surname>Utsugi</surname><given-names>Y</given-names></name>.
                    <article-title>Planning renewable energy introduction for a microgrid without battery storage</article-title>.
                    <source>Energy</source>.
                    <year iso-8601-date="2021">2021</year>; 
                    <volume>215</volume>: 
                    <fpage>119176</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-076">
                <label>76. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Vick</surname><given-names>BD</given-names></name>,
                    <name><surname>Neal</surname><given-names>BA</given-names></name>.
                    <article-title>Analysis of off-grid hybrid wind turbine/solar PV water pumping systems</article-title>.
                    <source>Sol Energy</source>.
                    <year iso-8601-date="2012">2012</year>; 
                    <volume>86</volume>: 
                    <fpage>1197</fpage>-<lpage>1207</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-077">
                <label>77. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Awad</surname><given-names>M</given-names></name>,
                    <name><surname>Mahmoud</surname><given-names>MM</given-names></name>,
                    <name><surname>Elbarbary</surname><given-names>ZM</given-names></name>,
                    <name><surname>Mohamed Ali</surname><given-names>L</given-names></name>,
                    <name><surname>Fahmy</surname><given-names>SN</given-names></name>,
                    <name><surname>Omar</surname><given-names>AI</given-names></name>.
                    <article-title>Design and analysis of photovoltaic/wind operations at MPPT for hydrogen production using a PEM electrolyzer: Towards innovations in green technology</article-title>.
                    <source>PLoS One</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>18</volume>: 
                    <fpage>e0287772</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-078">
                <label>78. </label>
                <mixed-citation publication-type="other">
                    <name><surname>Turki</surname><given-names>M</given-names></name>,
                    <name><surname>Khiari</surname><given-names>W</given-names></name>,
                    <name><surname>Belhadj</surname><given-names>J</given-names></name>.
                    <article-title>Integration of an energy-water operating window for electrical power sharing in a standalone microgrid-BWRO desalination unit</article-title>. 
                    <source>Proceedings of the 2022 IEEE International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM); 2022 October 26-28; Tunis, Tunisia</source>.
                    <publisher-loc>New York, NY</publisher-loc>:
                    <publisher-name>IEEE</publisher-name>.
                </mixed-citation>
            </ref>
            <ref id="B-079">
                <label>79. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Kyriakarakos</surname><given-names>G</given-names></name>,
                    <name><surname>Dounis</surname><given-names>AI</given-names></name>,
                    <name><surname>Rozakis</surname><given-names>S</given-names></name>,
                    <name><surname>Arvanitis</surname><given-names>KG</given-names></name>,
                    <name><surname>Papadakis</surname><given-names>G</given-names></name>.
                    <article-title>Polygeneration microgrids: A viable solution in remote areas for supplying power, potable water and hydrogen as transportation fuel</article-title>.
                    <source>Appl Energy</source>.
                    <year iso-8601-date="2011">2011</year>; 
                    <volume>88</volume>: 
                    <fpage>4517</fpage>-<lpage>4526</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-080">
                <label>80. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Ali</surname><given-names>IB</given-names></name>,
                    <name><surname>Turki</surname><given-names>M</given-names></name>,
                    <name><surname>Belhadj</surname><given-names>J</given-names></name>,
                    <name><surname>Roboam</surname><given-names>X</given-names></name>.
                    <article-title>Systemic design and energy management of a standalone battery-less PV/Wind driven brackish water reverse osmosis desalination system</article-title>.
                    <source>Sustain Energy Technol Assess</source>.
                    <year iso-8601-date="2020">2020</year>; 
                    <volume>42</volume>: 
                    <fpage>100884</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-081">
                <label>81. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Khiari</surname><given-names>W</given-names></name>,
                    <name><surname>Turki</surname><given-names>M</given-names></name>,
                    <name><surname>Belhadj</surname><given-names>J</given-names></name>.
                    <article-title>Robust DC-bus voltage control for batteryless brackish water reverse osmosis desalination prototype operating with variable wind and solar irradiation</article-title>.
                    <source>Int J Renew Energy Res</source>.
                    <year iso-8601-date="2018">2018</year>; 
                    <volume>8</volume>: 
                    <fpage>1544</fpage>-<lpage>1552</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-082">
                <label>82. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Sumayli</surname><given-names>H</given-names></name>,
                    <name><surname>El-Leathy</surname><given-names>A</given-names></name>,
                    <name><surname>Danish</surname><given-names>SN</given-names></name>,
                    <name><surname>Al-Ansary</surname><given-names>H</given-names></name>,
                    <name><surname>Almutairi</surname><given-names>Z</given-names></name>,
                    <name><surname>Al-Suhaibani</surname><given-names>Z</given-names></name>,
                    <etal/>.
                    <article-title>Integrated CSP-PV hybrid solar power plant for two cities in Saudi Arabia</article-title>.
                    <source>Case Stud Therm Eng</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>44</volume>: 
                    <fpage>102835</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-083">
                <label>83. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Cai</surname><given-names>D</given-names></name>,
                    <name><surname>Bamisile</surname><given-names>O</given-names></name>,
                    <name><surname>Adebayo</surname><given-names>V</given-names></name>,
                    <name><surname>Huang</surname><given-names>Q</given-names></name>,
                    <name><surname>Dagbasi</surname><given-names>M</given-names></name>,
                    <name><surname>Okonkwo</surname><given-names>EC</given-names></name>,
                    <etal/>.
                    <article-title>Integration of wind turbine with heliostat based CSP/CPVT system for hydrogen production and polygeneration: A thermodynamic comparison</article-title>.
                    <source>Int J Hydrogen Energy</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>47</volume>: 
                    <fpage>3316</fpage>-<lpage>3345</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-084">
                <label>84. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>D&#x2019;Auria</surname><given-names>M</given-names></name>,
                    <name><surname>Grena</surname><given-names>R</given-names></name>,
                    <name><surname>Caputo</surname><given-names>G</given-names></name>,
                    <name><surname>Balog</surname><given-names>I</given-names></name>,
                    <name><surname>Ferruzzi</surname><given-names>G</given-names></name>,
                    <name><surname>Bassetti</surname><given-names>F</given-names></name>,
                    <etal/>.
                    <article-title>A model of integration between a CSP System and a PV solar field sharing a solid particles two-tanks thermal storage</article-title>.
                    <source>Energies</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>16</volume>: 
                    <fpage>7564</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-085">
                <label>85. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Xu</surname><given-names>T</given-names></name>,
                    <name><surname>Zhang</surname><given-names>N</given-names></name>.
                    <article-title>Coordinated operation of concentrated solar power and wind resources for the provision of energy and reserve services</article-title>.
                    <source>IEEE Trans Power Syst</source>.
                    <year iso-8601-date="2016">2016</year>; 
                    <volume>32</volume>: 
                    <fpage>1260</fpage>-<lpage>1271</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-086">
                <label>86. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>De Paris</surname><given-names>VJ</given-names></name>,
                    <name><surname>de Morais Carnielutti</surname><given-names>F</given-names></name>,
                    <name><surname>Martins</surname><given-names>DC</given-names></name>.
                    <article-title>Hydro-PV dispatchable microgeneration: Proposal, simulation and modeling</article-title>.
                    <source>Eletr&#x00f4;nica Pot&#x00ea;ncia</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>29</volume>: 
                    <fpage>e202422</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-087">
                <label>87. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>de Oliveira Ferreira</surname><given-names>A</given-names></name>,
                    <name><surname>Brito</surname><given-names>AU</given-names></name>,
                    <name><surname>Galhardo</surname><given-names>MA</given-names></name>,
                    <name><surname>Ferreira</surname><given-names>L</given-names></name>,
                    <name><surname>Macedo</surname><given-names>WN</given-names></name>.
                    <article-title>Modeling, control and simulation of a small photovoltaic-wind water pumping system without battery bank</article-title>.
                    <source>Comput Electr Eng</source>.
                    <year iso-8601-date="2020">2020</year>; 
                    <volume>84</volume>: 
                    <fpage>106619</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-088">
                <label>88. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Qiu</surname><given-names>K</given-names></name>,
                    <name><surname>Entchev</surname><given-names>E</given-names></name>.
                    <article-title>Modeling, design and optimization of integrated renewable energy systems for electrification in remote communities</article-title>.
                    <source>Sustain Energy Res</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>11</volume>: 
                    <fpage>10</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-089">
                <label>89. </label>
                <mixed-citation publication-type="other">
                    <name><surname>Rallabandi</surname><given-names>V</given-names></name>,
                    <name><surname>Alawhali</surname><given-names>N</given-names></name>,
                    <name><surname>Akeyo</surname><given-names>O</given-names></name>,
                    <name><surname>Ionel</surname><given-names>DM</given-names></name>.
                    <article-title>Simulation studies for a multi-MW hybrid wind-solar PV system for desalination plants</article-title>. 
                    <source>Proceedings of the 2018 7th International Conference on Renewable Energy Research and Applications (ICRERA); 2018 October 14-17; Paris, France</source>.
                    <publisher-loc>New York, NY</publisher-loc>:
                    <publisher-name>IEEE</publisher-name>.
                </mixed-citation>
            </ref>
            <ref id="B-090">
                <label>90. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Rashid</surname><given-names>SM</given-names></name>.
                    <article-title>Employing advanced control, energy storage, and renewable technologies to enhance power system stability</article-title>.
                    <source>Energy Rep</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>11</volume>: 
                    <fpage>3202</fpage>-<lpage>3223</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-091">
                <label>91. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Farghali</surname><given-names>M</given-names></name>,
                    <name><surname>Osman</surname><given-names>AI</given-names></name>,
                    <name><surname>Chen</surname><given-names>Z</given-names></name>,
                    <name><surname>Abdelhaleem</surname><given-names>A</given-names></name>,
                    <name><surname>Ihara</surname><given-names>I</given-names></name>,
                    <name><surname>Mohamed</surname><given-names>IM</given-names></name>,
                    <etal/>.
                    <article-title>Social, environmental, and economic consequences of integrating renewable energies in the electricity sector: A review</article-title>.
                    <source>Environ Chem Lett</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>21</volume>: 
                    <fpage>1381</fpage>-<lpage>1418</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-092">
                <label>92. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Astolfi</surname><given-names>M</given-names></name>,
                    <name><surname>Mazzola</surname><given-names>S</given-names></name>,
                    <name><surname>Silva</surname><given-names>P</given-names></name>,
                    <name><surname>Macchi</surname><given-names>E</given-names></name>.
                    <article-title>A synergic integration of desalination and solar energy systems in stand-alone microgrids</article-title>.
                    <source>Desalination</source>.
                    <year iso-8601-date="2017">2017</year>; 
                    <volume>419</volume>: 
                    <fpage>169</fpage>-<lpage>180</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-093">
                <label>93. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Ajiwiguna</surname><given-names>TA</given-names></name>,
                    <name><surname>Lee</surname><given-names>GR</given-names></name>,
                    <name><surname>Lim</surname><given-names>BJ</given-names></name>,
                    <name><surname>Cho</surname><given-names>SH</given-names></name>,
                    <name><surname>Park</surname><given-names>CD</given-names></name>.
                    <article-title>Optimization of battery-less PV-RO system with seasonal water storage tank</article-title>.
                    <source>Desalination</source>.
                    <year iso-8601-date="2021">2021</year>; 
                    <volume>503</volume>: 
                    <fpage>114934</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-094">
                <label>94. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Karavas</surname><given-names>CS</given-names></name>,
                    <name><surname>Arvanitis</surname><given-names>KG</given-names></name>,
                    <name><surname>Kyriakarakos</surname><given-names>G</given-names></name>,
                    <name><surname>Piromalis</surname><given-names>DD</given-names></name>,
                    <name><surname>Papadakis</surname><given-names>G</given-names></name>.
                    <article-title>A novel autonomous PV powered desalination system based on a DC microgrid concept incorporating short-term energy storage</article-title>.
                    <source>Sol Energy</source>.
                    <year iso-8601-date="2018">2018</year>; 
                    <volume>159</volume>: 
                    <fpage>947</fpage>-<lpage>961</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-095">
                <label>95. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Rezk</surname><given-names>H</given-names></name>.
                    <article-title>A comprehensive sizing methodology for stand-alone battery-less photovoltaic water pumping system under the Egyptian climate</article-title>.
                    <source>Cogent Eng</source>.
                    <year iso-8601-date="2016">2016</year>; 
                    <volume>3</volume>: 
                    <fpage>1242110</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-096">
                <label>96. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Bhende</surname><given-names>CN</given-names></name>,
                    <name><surname>Malla</surname><given-names>SG</given-names></name>.
                    <article-title>Novel control of photovoltaic based water pumping system without energy storage</article-title>.
                    <source>Int J Emerg Electr Power Syst</source>.
                    <year iso-8601-date="2012">2012</year>; 
                    <volume>13</volume>.
                    <comment>doi: 10.1515/1553-779X.2931</comment>.
                </mixed-citation>
            </ref>
            <ref id="B-097">
                <label>97. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Maddalena</surname><given-names>ET</given-names></name>,
                    <name><surname>da Silva Moraes</surname><given-names>CG</given-names></name>,
                    <name><surname>Braganca</surname><given-names>G</given-names></name>,
                    <name><surname>Junior</surname><given-names>LG</given-names></name>,
                    <name><surname>Godoy</surname><given-names>RB</given-names></name>,
                    <name><surname>Pinto</surname><given-names>JO</given-names></name>.
                    <article-title>A battery-less photovoltaic water-pumping system with low decoupling capacitance</article-title>.
                    <source>IEEE Trans Ind Appl</source>.
                    <year iso-8601-date="2019">2019</year>; 
                    <volume>55</volume>: 
                    <fpage>2263</fpage>-<lpage>2271</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-098">
                <label>98. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Gayathiri</surname><given-names>M</given-names></name>,
                    <name><surname>Lakshmi</surname><given-names>K</given-names></name>.
                    <article-title>Battery less solar photovoltaic water pumping system using incremental conductance method</article-title>.
                    <source>Indian J Sci Technol</source>.
                    <year iso-8601-date="2019">2019</year>; 
                    <volume>12</volume>: 
                    <fpage>1</fpage>-<lpage>6</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-099">
                <label>99. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Haque</surname><given-names>NM</given-names></name>,
                    <name><surname>Islam</surname><given-names>A</given-names></name>,
                    <name><surname>Miah</surname><given-names>S</given-names></name>,
                    <name><surname>Rashid</surname><given-names>M</given-names></name>,
                    <name><surname>Ray</surname><given-names>S</given-names></name>.
                    <article-title>Battery-less cost effective photo-voltaic (PV) smart grid scheme of leading university, Bangladesh</article-title>.
                    <source>J Power Electron Power Syst</source>.
                    <year iso-8601-date="2021">2021</year>; 
                    <volume>11</volume>: 
                    <fpage>38</fpage>-<lpage>48</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-100">
                <label>100. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Jou</surname><given-names>HL</given-names></name>,
                    <name><surname>Wu</surname><given-names>JC</given-names></name>,
                    <name><surname>Zhang</surname><given-names>TY</given-names></name>,
                    <name><surname>Shih</surname><given-names>SI</given-names></name>.
                    <article-title>New power conversion topology for battery-less PV generation system with the functions of grid-connection and isolated grid</article-title>.
                    <source>Eng Sci Technol Int J</source>.
                    <year iso-8601-date="2020">2020</year>; 
                    <volume>23</volume>: 
                    <fpage>1074</fpage>-<lpage>1083</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-101">
                <label>101. </label>
                <mixed-citation publication-type="other">
                    <name><surname>Nassef</surname><given-names>MI</given-names></name>,
                    <name><surname>Ashour</surname><given-names>HA</given-names></name>,
                    <name><surname>Desouki</surname><given-names>H</given-names></name>.
                    <article-title>Battery-less hybrid micro-grid power management using bi-directional three phase power converter</article-title>. 
                    <source>Proceedings of the 2015 IEEE First International Conference on DC Microgrids (ICDCM); 2015 June 07-10; Atlanta, GA, USA</source>.
                    <publisher-loc>New York, NY</publisher-loc>:
                    <publisher-name>IEEE</publisher-name>.
                </mixed-citation>
            </ref>
            <ref id="B-102">
                <label>102. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Ritchie</surname><given-names>MJ</given-names></name>,
                    <name><surname>Avenant</surname><given-names>J</given-names></name>,
                    <name><surname>Engelbrecht</surname><given-names>JA</given-names></name>,
                    <name><surname>Rix</surname><given-names>AJ</given-names></name>,
                    <name><surname>Booysen</surname><given-names>MJ</given-names></name>.
                    <article-title>Optimal sizing of battery-less domestic rooftop PV systems in South Africa using a probabilistic electricity synthesiser</article-title>.
                    <source>Energy Sustain Dev</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>76</volume>: 
                    <fpage>101268</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-103">
                <label>103. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Bin</surname><given-names>L</given-names></name>,
                    <name><surname>Shahzad</surname><given-names>M</given-names></name>,
                    <name><surname>Omer</surname><given-names>M</given-names></name>,
                    <name><surname>Munir</surname><given-names>HM</given-names></name>,
                    <name><surname>Raheem</surname><given-names>A</given-names></name>,
                    <name><surname>Shakoor</surname><given-names>R</given-names></name>.
                    <article-title>Pure sine wave generation in battery-less solar system using advanced control through single machine</article-title>.
                    <source>Energy Rep</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>11</volume>: 
                    <fpage>4298</fpage>-<lpage>4310</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-104">
                <label>104. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Hamisa</surname><given-names>AH</given-names></name>,
                    <name><surname>Aziah</surname><given-names>AN</given-names></name>,
                    <name><surname>Razman</surname><given-names>R</given-names></name>,
                    <name><surname>Zamri</surname><given-names>IM</given-names></name>,
                    <name><surname>Tan</surname><given-names>LP</given-names></name>.
                    <article-title>Development of experimental setup for batteryless solar powered portable air conditioning system</article-title>.
                    <source>AIP Conf Proc</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>2732</volume>: 
                    <fpage>020006</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-105">
                <label>105. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Osman</surname><given-names>AI</given-names></name>,
                    <name><surname>Chen</surname><given-names>L</given-names></name>,
                    <name><surname>Yang</surname><given-names>M</given-names></name>,
                    <name><surname>Msigwa</surname><given-names>G</given-names></name>,
                    <name><surname>Farghali</surname><given-names>M</given-names></name>,
                    <name><surname>Fawzy</surname><given-names>S</given-names></name>,
                    <etal/>.
                    <article-title>Cost, environmental impact, and resilience of renewable energy under a changing climate: A review</article-title>.
                    <source>Environ Chem Lett</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>21</volume>: 
                    <fpage>741</fpage>-<lpage>764</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-106">
                <label>106. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Sethia</surname><given-names>H</given-names></name>,
                    <name><surname>Priyam</surname><given-names>A</given-names></name>.
                    <article-title>Review on hydrogen fuel cells as an alternative fuel</article-title>.
                    <source>Next Energy</source>.
                    <year iso-8601-date="2025">2025</year>; 
                    <volume>9</volume>: 
                    <fpage>100460</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-107">
                <label>107. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Hosseini</surname><given-names>SE</given-names></name>,
                    <name><surname>Butler</surname><given-names>B</given-names></name>.
                    <article-title>Design and analysis of a hybrid concentrated photovoltaic thermal system integrated with an organic Rankine cycle for hydrogen production</article-title>.
                    <source>J Therm Anal Calorim</source>.
                    <year iso-8601-date="2021">2021</year>; 
                    <volume>144</volume>: 
                    <fpage>763</fpage>-<lpage>778</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-108">
                <label>108. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Bhuiyan</surname><given-names>MM</given-names></name>,
                    <name><surname>Siddique</surname><given-names>Z</given-names></name>.
                    <article-title>Hydrogen as an alternative fuel: A comprehensive review of challenges and opportunities in production, storage, and transportation</article-title>.
                    <source>Int J Hydrogen Energy</source>.
                    <year iso-8601-date="2025">2025</year>; 
                    <volume>102</volume>: 
                    <fpage>1026</fpage>-<lpage>1044</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-109">
                <label>109. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Risdiyanto</surname><given-names>A</given-names></name>,
                    <name><surname>Susanto</surname><given-names>B</given-names></name>,
                    <name><surname>Rachman</surname><given-names>NA</given-names></name>,
                    <name><surname>Muqorobin</surname><given-names>A</given-names></name>,
                    <name><surname>Atmaja</surname><given-names>TD</given-names></name>,
                    <name><surname>Santosa</surname><given-names>HP</given-names></name>.
                    <article-title>Design of constant output voltage DC-AC inverter for batteryless solar PV system</article-title>.
                    <source>Bull Electr Eng Inform</source>.
                    <year iso-8601-date="2020">2020</year>; 
                    <volume>9</volume>: 
                    <fpage>1326</fpage>-<lpage>1334</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-110">
                <label>110. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Marocco</surname><given-names>P</given-names></name>,
                    <name><surname>Ferrero</surname><given-names>D</given-names></name>,
                    <name><surname>Lanzini</surname><given-names>A</given-names></name>,
                    <name><surname>Santarelli</surname><given-names>M</given-names></name>.
                    <article-title>The role of hydrogen in the optimal design of off-grid hybrid renewable energy systems</article-title>.
                    <source>J Energy Storage</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>46</volume>: 
                    <fpage>103893</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-111">
                <label>111. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Hren</surname><given-names>R</given-names></name>,
                    <name><surname>Vujanovi&#x0107;</surname><given-names>A</given-names></name>,
                    <name><surname>Van Fan</surname><given-names>Y</given-names></name>,
                    <name><surname>Kleme&#x0161;</surname><given-names>JJ</given-names></name>,
                    <name><surname>Krajnc</surname><given-names>D</given-names></name>,
                    <name><surname>&#x010c;u&#x010d;ek</surname><given-names>L</given-names></name>.
                    <article-title>Hydrogen production, storage and transport for renewable energy and chemicals: An environmental footprint assessment</article-title>.
                    <source>Renew Sustain Energy Rev</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>173</volume>: 
                    <fpage>113113</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-112">
                <label>112. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Zhang</surname><given-names>W</given-names></name>,
                    <name><surname>Xu</surname><given-names>C</given-names></name>.
                    <article-title>Capacity configuration optimization of photovoltaic&#x2010;battery&#x2010;electrolysis hybrid system for hydrogen generation considering dynamic efficiency and cost learning</article-title>.
                    <source>Energy Convers Econ</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>5</volume>: 
                    <fpage>78</fpage>-<lpage>92</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-113">
                <label>113. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Liu</surname><given-names>G</given-names></name>,
                    <name><surname>Guo</surname><given-names>T</given-names></name>,
                    <name><surname>Wang</surname><given-names>P</given-names></name>,
                    <name><surname>Jiang</surname><given-names>H</given-names></name>,
                    <name><surname>Wang</surname><given-names>H</given-names></name>,
                    <name><surname>Zhao</surname><given-names>X</given-names></name>,
                    <etal/>.
                    <article-title>Economic analysis of hydrogen energy systems: A global perspective</article-title>.
                    <source>Heliyon</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>10</volume>: 
                    <fpage>e36219</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-114">
                <label>114. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Islam</surname><given-names>A</given-names></name>,
                    <name><surname>Islam</surname><given-names>T</given-names></name>,
                    <name><surname>Mahmud</surname><given-names>H</given-names></name>,
                    <name><surname>Raihan</surname><given-names>O</given-names></name>,
                    <name><surname>Islam</surname><given-names>MS</given-names></name>,
                    <name><surname>Marwani</surname><given-names>HM</given-names></name>,
                    <etal/>.
                    <article-title>Accelerating the green hydrogen revolution: A comprehensive analysis of technological advancements and policy interventions</article-title>.
                    <source>Int J Hydrogen Energy</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>67</volume>: 
                    <fpage>458</fpage>-<lpage>486</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-115">
                <label>115. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Reda</surname><given-names>B</given-names></name>,
                    <name><surname>Elzamar</surname><given-names>AA</given-names></name>,
                    <name><surname>AlFazzani</surname><given-names>S</given-names></name>,
                    <name><surname>Ezzat</surname><given-names>SM</given-names></name>.
                    <article-title>Green hydrogen as a source of renewable energy: A step towards sustainability, an overview</article-title>.
                    <source>Environ Dev Sustain</source>.
                    <year iso-8601-date="2025">2025</year>; 
                    <volume>27</volume>: 
                    <fpage>29213</fpage>-<lpage>29233</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-116">
                <label>116. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Griffiths</surname><given-names>S</given-names></name>,
                    <name><surname>Sovacool</surname><given-names>BK</given-names></name>,
                    <name><surname>Kim</surname><given-names>J</given-names></name>,
                    <name><surname>Bazilian</surname><given-names>M</given-names></name>,
                    <name><surname>Uratani</surname><given-names>JM</given-names></name>.
                    <article-title>Industrial decarbonization via hydrogen: A critical and systematic review of developments, socio-technical systems and policy options</article-title>.
                    <source>Energy Res Soc Sci</source>.
                    <year iso-8601-date="2021">2021</year>; 
                    <volume>80</volume>: 
                    <fpage>102208</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-117">
                <label>117. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Yue</surname><given-names>M</given-names></name>,
                    <name><surname>Lambert</surname><given-names>H</given-names></name>,
                    <name><surname>Pahon</surname><given-names>E</given-names></name>,
                    <name><surname>Roche</surname><given-names>R</given-names></name>,
                    <name><surname>Jemei</surname><given-names>S</given-names></name>,
                    <name><surname>Hissel</surname><given-names>D</given-names></name>.
                    <article-title>Hydrogen energy systems: A critical review of technologies, applications, trends and challenges</article-title>.
                    <source>Renew Sustain Energy Rev</source>.
                    <year iso-8601-date="2021">2021</year>; 
                    <volume>146</volume>: 
                    <fpage>111180</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-118">
                <label>118. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Sadeq</surname><given-names>AM</given-names></name>,
                    <name><surname>Homod</surname><given-names>RZ</given-names></name>,
                    <name><surname>Hussein</surname><given-names>AK</given-names></name>,
                    <name><surname>Togun</surname><given-names>H</given-names></name>,
                    <name><surname>Mahmoodi</surname><given-names>A</given-names></name>,
                    <name><surname>Isleem</surname><given-names>HF</given-names></name>,
                    <etal/>.
                    <article-title>Hydrogen energy systems: Technologies, trends, and future prospects</article-title>.
                    <source>Sci Total Environ</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>939</volume>: 
                    <fpage>173622</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-119">
                <label>119. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Aravindan</surname><given-names>M</given-names></name>,
                    <name><surname>Kumar</surname><given-names>P</given-names></name>.
                    <article-title>Hydrogen towards sustainable transition: A review of production, economic, environmental impact and scaling factors</article-title>.
                    <source>Results Eng</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>20</volume>: 
                    <fpage>101456</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-120">
                <label>120. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Gordon</surname><given-names>JA</given-names></name>,
                    <name><surname>Balta-Ozkan</surname><given-names>N</given-names></name>,
                    <name><surname>Nabavi</surname><given-names>SA</given-names></name>.
                    <article-title>Homes of the future: Unpacking public perceptions to power the domestic hydrogen transition</article-title>.
                    <source>Renew Sustain Energy Rev</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>164</volume>: 
                    <fpage>112481</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-121">
                <label>121. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Gordon</surname><given-names>JA</given-names></name>,
                    <name><surname>Balta-Ozkan</surname><given-names>N</given-names></name>,
                    <name><surname>Haq</surname><given-names>A</given-names></name>,
                    <name><surname>Nabavi</surname><given-names>SA</given-names></name>.
                    <article-title>Coupling green hydrogen production to community benefits: A pathway to social acceptance?</article-title>
                    <source>Energy Res Soc Sci</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>110</volume>: 
                    <fpage>103437</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-122">
                <label>122. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Yadav</surname><given-names>AK</given-names></name>,
                    <name><surname>Kumar</surname><given-names>A</given-names></name>,
                    <name><surname>Sinha</surname><given-names>S</given-names></name>.
                    <article-title>A review of concentrated solar power status and challenges in India</article-title>.
                    <source>Sol Compass</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>12</volume>: 
                    <fpage>100079</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-123">
                <label>123. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Zhu</surname><given-names>S</given-names></name>,
                    <name><surname>Yu</surname><given-names>G</given-names></name>,
                    <name><surname>Ma</surname><given-names>Y</given-names></name>,
                    <name><surname>Cheng</surname><given-names>Y</given-names></name>,
                    <name><surname>Wang</surname><given-names>Y</given-names></name>,
                    <name><surname>Yu</surname><given-names>S</given-names></name>,
                    <etal/>.
                    <article-title>A free-piston Stirling generator integrated with a parabolic trough collector for thermal-to-electric conversion of solar energy</article-title>.
                    <source>Appl Energy</source>.
                    <year iso-8601-date="2019">2019</year>; 
                    <volume>242</volume>: 
                    <fpage>1248</fpage>-<lpage>1258</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-124">
                <label>124. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Monn&#x00e9;</surname><given-names>C</given-names></name>,
                    <name><surname>Bravo</surname><given-names>Y</given-names></name>,
                    <name><surname>Moreno</surname><given-names>F</given-names></name>,
                    <name><surname>Munoz</surname><given-names>M</given-names></name>.
                    <article-title>Analysis of a solar dish-Stirling system with hybridization and thermal storage</article-title>.
                    <source>Int J Energy Environ Eng</source>.
                    <year iso-8601-date="2014">2014</year>; 
                    <volume>5</volume>: 
                    <fpage>80</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-125">
                <label>125. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Lopez</surname><given-names>VM</given-names></name>,
                    <name><surname>Isabella</surname><given-names>O</given-names></name>,
                    <name><surname>Zeman</surname><given-names>M</given-names></name>,
                    <name><surname>Ziar</surname><given-names>H</given-names></name>.
                    <article-title>Battery-less uncertainty-based control of a stand-alone PV-electrolyzer system</article-title>.
                    <source>J Power Sources</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>614</volume>: 
                    <fpage>234934</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-126">
                <label>126. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Nasser</surname><given-names>M</given-names></name>,
                    <name><surname>Megahed</surname><given-names>TF</given-names></name>,
                    <name><surname>Ookawara</surname><given-names>S</given-names></name>,
                    <name><surname>Hassan</surname><given-names>H</given-names></name>.
                    <article-title>A review of water electrolysis-based systems for hydrogen production using hybrid/solar/wind energy systems</article-title>.
                    <source>Environ Sci Pollut Res</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>29</volume>: 
                    <fpage>86994</fpage>-<lpage>87018</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-127">
                <label>127. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Awad</surname><given-names>M</given-names></name>,
                    <name><surname>Said</surname><given-names>A</given-names></name>,
                    <name><surname>Saad</surname><given-names>MH</given-names></name>,
                    <name><surname>Farouk</surname><given-names>A</given-names></name>,
                    <name><surname>Mahmoud</surname><given-names>MM</given-names></name>,
                    <name><surname>Alshammari</surname><given-names>MS</given-names></name>,
                    <etal/>.
                    <article-title>A review of water electrolysis for green hydrogen generation considering PV/wind/hybrid/hydropower/geothermal/tidal and wave/biogas energy systems, economic analysis, and its application</article-title>.
                    <source>Alexandria Eng J</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>87</volume>: 
                    <fpage>213</fpage>-<lpage>239</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-128">
                <label>128. </label>
                <mixed-citation publication-type="other">
                    <name><surname>Muhammad</surname><given-names>T</given-names></name>,
                    <name><surname>Khan</surname><given-names>AU</given-names></name>,
                    <name><surname>Jamil</surname><given-names>N</given-names></name>,
                    <name><surname>Zameer</surname><given-names>J</given-names></name>,
                    <name><surname>Khawar</surname><given-names>M</given-names></name>.
                    <article-title>DC voltage regulator for battery less PV system using MPPT</article-title>. 
                    <source>Proceedings of the 2015 Power Generation System and Renewable Energy Technologies (PGSRET); 2015 June 10-11; Islamabad, Pakistan</source>.
                    <publisher-loc>New York, NY</publisher-loc>:
                    <publisher-name>IEEE</publisher-name>.
                </mixed-citation>
            </ref>
            <ref id="B-129">
                <label>129. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Rai</surname><given-names>A</given-names></name>,
                    <name><surname>Dongol</surname><given-names>K</given-names></name>,
                    <name><surname>Dhungana</surname><given-names>S</given-names></name>,
                    <name><surname>Tamrakar</surname><given-names>I</given-names></name>.
                    <article-title>PV-based water pumping system without storage battery</article-title>.
                    <source>KEC J Sci Eng</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>7</volume>: 
                    <fpage>70</fpage>-<lpage>73</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-130">
                <label>130. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Osman</surname><given-names>AI</given-names></name>,
                    <name><surname>Mehta</surname><given-names>N</given-names></name>,
                    <name><surname>Elgarahy</surname><given-names>AM</given-names></name>,
                    <name><surname>Hefny</surname><given-names>M</given-names></name>,
                    <name><surname>Al-Hinai</surname><given-names>A</given-names></name>,
                    <name><surname>Al-Muhtaseb</surname><given-names>AA</given-names></name>,
                    <etal/>.
                    <article-title>Hydrogen production, storage, utilisation and environmental impacts: A review</article-title>.
                    <source>Environ Chem Lett</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>20</volume>: 
                    <fpage>153</fpage>-<lpage>188</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-131">
                <label>131. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Arunachalam</surname><given-names>M</given-names></name>,
                    <name><surname>Han</surname><given-names>DS</given-names></name>.
                    <article-title>Efficient solar-powered PEM electrolysis for sustainable hydrogen production: An integrated approach</article-title>.
                    <source>Emergent Mater</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>7</volume>: 
                    <fpage>1401</fpage>-<lpage>1415</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-132">
                <label>132. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Das</surname><given-names>D</given-names></name>,
                    <name><surname>Chakraborty</surname><given-names>I</given-names></name>,
                    <name><surname>Bohre</surname><given-names>AK</given-names></name>,
                    <name><surname>Kumar</surname><given-names>P</given-names></name>,
                    <name><surname>Agarwala</surname><given-names>R</given-names></name>.
                    <article-title>Sustainable integration of green hydrogen in renewable energy systems for residential and EV applications</article-title>.
                    <source>Int J Energy Res</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>2024</volume>: 
                    <fpage>8258624</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-133">
                <label>133. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Abaza</surname><given-names>MA</given-names></name>,
                    <name><surname>El-Maghlany</surname><given-names>WM</given-names></name>,
                    <name><surname>Hassab</surname><given-names>M</given-names></name>,
                    <name><surname>Abulfotuh</surname><given-names>F</given-names></name>.
                    <article-title>10 MW concentrated solar power (CSP) plant operated by 100% solar energy: Sizing and techno-economic optimization</article-title>.
                    <source>Alexandria Eng J</source>.
                    <year iso-8601-date="2020">2020</year>; 
                    <volume>59</volume>: 
                    <fpage>39</fpage>-<lpage>47</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-134">
                <label>134. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Kwon</surname><given-names>K</given-names></name>,
                    <name><surname>Lee</surname><given-names>HB</given-names></name>,
                    <name><surname>Kim</surname><given-names>N</given-names></name>,
                    <name><surname>Park</surname><given-names>S</given-names></name>,
                    <name><surname>Joshua</surname><given-names>SR</given-names></name>.
                    <article-title>Integrated battery and hydrogen energy storage for enhanced grid power savings and green hydrogen utilization</article-title>.
                    <source>Appl Sci</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>14</volume>: 
                    <fpage>7631</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-135">
                <label>135. </label>
                <mixed-citation publication-type="other" publication-format="web">Capps L.
                    <article-title>The Role of Energy Storage in Meeting Vermont&#x2019;s Energy Goals</article-title> [Internet].
                    <publisher-loc>Winooski, VT</publisher-loc>:
                    <publisher-name>Efficiency Vermont</publisher-name>;
                    <year iso-8601-date="2022">2022</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.efficiencyvermont.com/news-blog/whitepapers/resilience-the-role-of-energy-storage-in-meeting-vermont-s-energy-goals">https://www.efficiencyvermont.com/news-blog/whitepapers/resilience-the-role-of-energy-storage-in-meeting-vermont-s-energy-goals</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-136">
                <label>136. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Elalfy</surname><given-names>DA</given-names></name>,
                    <name><surname>Gouda</surname><given-names>E</given-names></name>,
                    <name><surname>Kotb</surname><given-names>MF</given-names></name>,
                    <name><surname>Bure&#x0161;</surname><given-names>V</given-names></name>,
                    <name><surname>Sedhom</surname><given-names>BE</given-names></name>.
                    <article-title>Comprehensive review of energy storage systems technologies, objectives, challenges, and future trends</article-title>.
                    <source>Energy Strategy Rev</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>54</volume>: 
                    <fpage>101482</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-137">
                <label>137. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Dowling</surname><given-names>JA</given-names></name>,
                    <name><surname>Rinaldi</surname><given-names>KZ</given-names></name>,
                    <name><surname>Ruggles</surname><given-names>TH</given-names></name>,
                    <name><surname>Davis</surname><given-names>SJ</given-names></name>,
                    <name><surname>Yuan</surname><given-names>M</given-names></name>,
                    <name><surname>Tong</surname><given-names>F</given-names></name>,
                    <etal/>.
                    <article-title>Role of long-duration energy storage in variable renewable electricity systems</article-title>.
                    <source>Joule</source>.
                    <year iso-8601-date="2020">2020</year>; 
                    <volume>4</volume>: 
                    <fpage>1907</fpage>-<lpage>1928</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-138">
                <label>138. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Han</surname><given-names>J</given-names></name>,
                    <name><surname>Wang</surname><given-names>J</given-names></name>,
                    <name><surname>He</surname><given-names>Z</given-names></name>,
                    <name><surname>An</surname><given-names>Q</given-names></name>,
                    <name><surname>Song</surname><given-names>Y</given-names></name>,
                    <name><surname>Mujeeb</surname><given-names>A</given-names></name>,
                    <etal/>.
                    <article-title>Hydrogen-powered smart grid resilience</article-title>.
                    <source>Energy Convers Econ</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>4</volume>: 
                    <fpage>89</fpage>-<lpage>104</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-139">
                <label>139. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Egeland-Eriksen</surname><given-names>T</given-names></name>,
                    <name><surname>Hajizadeh</surname><given-names>A</given-names></name>,
                    <name><surname>Sartori</surname><given-names>S</given-names></name>.
                    <article-title>Hydrogen-based systems for integration of renewable energy in power systems: Achievements and perspectives</article-title>.
                    <source>Int J Hydrogen Energy</source>.
                    <year iso-8601-date="2021">2021</year>; 
                    <volume>46</volume>: 
                    <fpage>31963</fpage>-<lpage>31983</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-140">
                <label>140. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Jacobson</surname><given-names>MZ</given-names></name>.
                    <article-title>Batteries or hydrogen or both for grid electricity storage upon full electrification of 145 countries with wind-water-solar?</article-title>
                    <source>IScience</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>27</volume>: 
                    <fpage>108988</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-141">
                <label>141. </label>
                <mixed-citation publication-type="other" publication-format="web">
                    <name><surname>Busch</surname><given-names>S</given-names></name>,
                    <name><surname>Kasdorp</surname><given-names>R</given-names></name>,
                    <name><surname>Koolen</surname><given-names>D</given-names></name>,
                    <name><surname>Mercier</surname><given-names>A</given-names></name>,
                    <name><surname>Spooner</surname><given-names>M</given-names></name>.
                    <article-title>The development of renewable energy in the electricity market</article-title> [Internet].
                    <publisher-loc>Brussels, Belgium</publisher-loc>:
                    <publisher-name>European Commission</publisher-name>;
                    <year iso-8601-date="2023">2023</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://economy-finance.ec.europa.eu/publications/development-renewable-energy-electricity-market_en">https://economy-finance.ec.europa.eu/publications/development-renewable-energy-electricity-market_en</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-142">
                <label>142. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Kabeyi</surname><given-names>MJ</given-names></name>,
                    <name><surname>Olanrewaju</surname><given-names>OA</given-names></name>.
                    <article-title>The levelized cost of energy and modifications for use in electricity generation planning</article-title>.
                    <source>Energy Rep</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>9</volume>: 
                    <fpage>495</fpage>-<lpage>534</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-143">
                <label>143. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Aridi</surname><given-names>R</given-names></name>,
                    <name><surname>Aridi</surname><given-names>M</given-names></name>,
                    <name><surname>Pannier</surname><given-names>ML</given-names></name>,
                    <name><surname>Lemenand</surname><given-names>T</given-names></name>.
                    <article-title>Eco-environmental, and social impacts of producing electricity with various renewable energy sources</article-title>.
                    <source>Energy</source>.
                    <year iso-8601-date="2025">2025</year>; 
                    <volume>320</volume>: 
                    <fpage>135139</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-144">
                <label>144. </label>
                <mixed-citation publication-type="other" publication-format="web">
                    <name><surname>Steinberg</surname><given-names>D</given-names></name>,
                    <name><surname>Bielen</surname><given-names>D</given-names></name>,
                    <name><surname>Eichman</surname><given-names>J</given-names></name>,
                    <name><surname>Eurek</surname><given-names>K</given-names></name>,
                    <name><surname>Logan</surname><given-names>J</given-names></name>,
                    <name><surname>Mai</surname><given-names>T</given-names></name>.
                    <etal/>.
                    <article-title>Electrification &#x0026; decarbonization: Exploring U.S. energy use and greenhouse gas emissions in scenarios with widespread electrification and power sector decarbonization</article-title> [Internet].
                    <year iso-8601-date="2017">2017</year>; NREL/TP-6A20-68214.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://docs.nlr.gov/docs/fy17osti/68214.pdf">https://docs.nlr.gov/docs/fy17osti/68214.pdf</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-145">
                <label>145. </label>
                <mixed-citation publication-type="book">
                    <name><surname>Okolie</surname><given-names>JA</given-names></name>,
                    <name><surname>Epelle</surname><given-names>EI</given-names></name>,
                    <name><surname>Mukherjee</surname><given-names>A</given-names></name>,
                    <name><surname>Mahmoud</surname><given-names>AE</given-names></name>.
                    <article-title>Nanomaterials for sustainable hydrogen production and storage</article-title>. 
                    <source>1st ed</source>.
                    <publisher-loc>Boca Raton, FL</publisher-loc>:
                    <publisher-name>CRC Press</publisher-name>;
                    <year iso-8601-date="2024">2024</year>.
                </mixed-citation>
            </ref>
            <ref id="B-146">
                <label>146. </label>
                <mixed-citation publication-type="other" publication-format="web">European Environment Agency.
                    <article-title>Flexibility solutions to support a decarbonised and secure EU electricity system</article-title> [Internet].
                    <publisher-loc>Copenhagen, Denmark</publisher-loc>:
                    <publisher-name>EEA</publisher-name>;
                    <year iso-8601-date="2023">2023</year>.
                    <comment>Avaliable from: <ext-link  ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="https://www.eea.europa.eu/en/analysis/publications/flexibility-solutions-to-support">https://www.eea.europa.eu/en/analysis/publications/flexibility-solutions-to-support</ext-link>.</comment>
                </mixed-citation>
            </ref>
            <ref id="B-147">
                <label>147. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Shahzad</surname><given-names>S</given-names></name>,
                    <name><surname>Abbasi</surname><given-names>MA</given-names></name>,
                    <name><surname>Ali</surname><given-names>H</given-names></name>,
                    <name><surname>Iqbal</surname><given-names>M</given-names></name>,
                    <name><surname>Munir</surname><given-names>R</given-names></name>,
                    <name><surname>Kilic</surname><given-names>H</given-names></name>.
                    <article-title>Possibilities, challenges, and future opportunities of microgrids: A review</article-title>.
                    <source>Sustainability</source>.
                    <year iso-8601-date="2023">2023</year>; 
                    <volume>15</volume>: 
                    <fpage>6366</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-148">
                <label>148. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Gielen</surname><given-names>D</given-names></name>,
                    <name><surname>Boshell</surname><given-names>F</given-names></name>,
                    <name><surname>Saygin</surname><given-names>D</given-names></name>,
                    <name><surname>Bazilian</surname><given-names>MD</given-names></name>,
                    <name><surname>Wagner</surname><given-names>N</given-names></name>,
                    <name><surname>Gorini</surname><given-names>R</given-names></name>.
                    <article-title>The role of renewable energy in the global energy transformation</article-title>.
                    <source>Energy Strategy Rev</source>.
                    <year iso-8601-date="2019">2019</year>; 
                    <volume>24</volume>: 
                    <fpage>38</fpage>-<lpage>50</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-149">
                <label>149. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Campion</surname><given-names>N</given-names></name>,
                    <name><surname>Guti&#x00e9;rrez-Alvarez</surname><given-names>R</given-names></name>,
                    <name><surname>Bruce</surname><given-names>JT</given-names></name>,
                    <name><surname>M&#x00fc;nster</surname><given-names>M</given-names></name>.
                    <article-title>The potential role of concentrated solar power for off-grid green hydrogen and ammonia production</article-title>.
                    <source>Renew Energy</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>236</volume>: 
                    <fpage>121410</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-150">
                <label>150. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Giaconia</surname><given-names>A</given-names></name>,
                    <name><surname>Grena</surname><given-names>R</given-names></name>.
                    <article-title>A model of integration between PV and thermal CSP technologies</article-title>.
                    <source>Sol Energy</source>.
                    <year iso-8601-date="2021">2021</year>; 
                    <volume>224</volume>: 
                    <fpage>149</fpage>-<lpage>159</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-151">
                <label>151. </label>
                <mixed-citation publication-type="other">
                    <name><surname>Irefu</surname><given-names>O</given-names></name>,
                    <name><surname>Ebiega</surname><given-names>G</given-names></name>,
                    <name><surname>Smithers</surname><given-names>B</given-names></name>,
                    <name><surname>Acevedo</surname><given-names>MF</given-names></name>.
                    <article-title>Reliability Analysis of a Dual Photovoltaic (PV) Microgrid: A Case Study on Renewable Power Sharing and Unplanned Outages</article-title>.
                    <source>Proceedings of the 2025 IEEE 18th Dallas Circuits and Systems Conference (DCAS); 2025 April 11-13; Arlington, TX, USA</source>.
                    <publisher-loc>New York, NY</publisher-loc>:
                    <publisher-name>IEEE</publisher-name>.
                </mixed-citation>
            </ref>
            <ref id="B-152">
                <label>152. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Khan</surname><given-names>MI</given-names></name>,
                    <name><surname>Asfand</surname><given-names>F</given-names></name>,
                    <name><surname>Al-Ghamdi</surname><given-names>SG</given-names></name>.
                    <article-title>Progress in research and technological advancements of thermal energy storage systems for concentrated solar power</article-title>.
                    <source>J Energy Storage</source>.
                    <year iso-8601-date="2022">2022</year>; 
                    <volume>55</volume>: 
                    <fpage>105860</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-153">
                <label>153. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Ramasubramanian</surname><given-names>B</given-names></name>,
                    <name><surname>Ling</surname><given-names>J</given-names></name>,
                    <name><surname>Jose</surname><given-names>R</given-names></name>,
                    <name><surname>Ramakrishna</surname><given-names>S</given-names></name>.
                    <article-title>Ten major challenges for sustainable lithium-ion batteries</article-title>.
                    <source>Cell Rep Phys Sci</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>5</volume>: 
                    <fpage>102032</fpage>.
                </mixed-citation>
            </ref><ref id="B-154">
                <label>154. </label>
                <mixed-citation publication-type="other">
                    <name><surname>Irefu</surname><given-names>O</given-names></name>,
                    <name><surname>Ebiega</surname><given-names>G</given-names></name>,
                    <name><surname>Smithers</surname><given-names>B</given-names></name>,
                    <name><surname>Acevedo</surname><given-names>MF</given-names></name>.
                    <article-title>Reliability Assessment of a Hybrid PV-WT Microgrid Systems for Enhanced Resilience</article-title>.
                    <source>Proceedings of the 2026 IEEE 19th Dallas Circuits and Systems Conference (DCAS); 2026 April 10-12; Dallas, TX, USA</source>.
                    <publisher-loc>New York, NY</publisher-loc>:
                    <publisher-name>IEEE</publisher-name>.
                </mixed-citation>
            </ref>
            <ref id="B-155">
                <label>155. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Niri</surname><given-names>AJ</given-names></name>,
                    <name><surname>Poelzer</surname><given-names>GA</given-names></name>,
                    <name><surname>Zhang</surname><given-names>SE</given-names></name>,
                    <name><surname>Rosenkranz</surname><given-names>J</given-names></name>,
                    <name><surname>Pettersson</surname><given-names>M</given-names></name>,
                    <name><surname>Ghorbani</surname><given-names>Y</given-names></name>.
                    <article-title>Sustainability challenges throughout the electric vehicle battery value chain</article-title>.
                    <source>Renew Sustain Energy Rev</source>.
                    <year iso-8601-date="2024">2024</year>; 
                    <volume>191</volume>: 
                    <fpage>114176</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-156">
                <label>156. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Py</surname><given-names>X</given-names></name>,
                    <name><surname>Sadiki</surname><given-names>N</given-names></name>,
                    <name><surname>Olives</surname><given-names>R</given-names></name>,
                    <name><surname>Goetz</surname><given-names>V</given-names></name>,
                    <name><surname>Falcoz</surname><given-names>Q</given-names></name>.
                    <article-title>Thermal energy storage for CSP (concentrating solar power)</article-title>.
                    <source>EPJ Web Conf</source>.
                    <year iso-8601-date="2017">2017</year>; 
                    <volume>148</volume>: 
                    <fpage>00014</fpage>.
                    <comment>doi: 10.1051/epjconf/201714800014</comment>.
                </mixed-citation>
            </ref>
            <ref id="B-157">
                <label>157. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Ali</surname><given-names>MF</given-names></name>,
                    <name><surname>Azam</surname><given-names>ME</given-names></name>,
                    <name><surname>Shezan</surname><given-names>SA</given-names></name>,
                    <name><surname>Alam</surname><given-names>MS</given-names></name>,
                    <name><surname>Hossain</surname><given-names>MA</given-names></name>,
                    <name><surname>Ali</surname><given-names>M</given-names></name>,
                    <etal/>.
                    <article-title>Techno-economic feasibility study of hydrogen storage in enhancing the reliability of a renewable-based microgrid for residential applications</article-title>.
                    <source>Sci Rep</source>.
                    <year iso-8601-date="2025">2025</year>; 
                    <volume>15</volume>: 
                    <fpage>43473</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-158">
                <label>158. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Roeder</surname><given-names>T</given-names></name>,
                    <name><surname>Kadohiro</surname><given-names>Y</given-names></name>,
                    <name><surname>Risthaus</surname><given-names>K</given-names></name>,
                    <name><surname>Weber</surname><given-names>A</given-names></name>,
                    <name><surname>Prats-Salvado</surname><given-names>E</given-names></name>,
                    <name><surname>Monnerie</surname><given-names>N</given-names></name>,
                    <etal/>.
                    <article-title>Effects of concentrated solar-integrated packed-bed thermal energy storage operation on solid oxide electrolysis cell performance</article-title>.
                    <source>Sol Energy</source>.
                    <year iso-8601-date="2025">2025</year>; 
                    <volume>302</volume>: 
                    <fpage>114032</fpage>.
                </mixed-citation>
            </ref>
            <ref id="B-159">
                <label>159. </label>
                <mixed-citation publication-type="journal">
                    <name><surname>Huang</surname><given-names>M</given-names></name>,
                    <name><surname>Lima</surname><given-names>RM</given-names></name>,
                    <name><surname>Knio</surname><given-names>OM</given-names></name>.
                    <article-title>Scheduling of a concentrated solar power plant integrated in a renewable system for hydrogen production</article-title>.
                    <source>Ind Eng Chem Res</source>.
                    <year iso-8601-date="2026">2026</year>; 
                    <volume>65</volume>: 
                    <fpage>3353</fpage>-<lpage>3370</lpage>.
                </mixed-citation>
            </ref>
            <ref id="B-160">
                <label>160. </label>
                <mixed-citation publication-type="other">
                    <name><surname>Ebiega</surname><given-names>G</given-names></name>,
                    <name><surname>Irefu</surname><given-names>O</given-names></name>,
                    <name><surname>Smithers</surname><given-names>B</given-names></name>,
                    <name><surname>Acevedo</surname><given-names>MF</given-names></name>.
                    <article-title>IoT-Based Real-Time Monitoring of Remote PV-WT Hybrid Microgrid in Denton, Texas</article-title>.
                    <source>Proceedings of the 2026 IEEE 19th Dallas Circuits and Systems Conference (DCAS); 2026 April 10-12; Dallas, TX, USA</source>.
                    <publisher-loc>New York, NY</publisher-loc>:
                    <publisher-name>IEEE</publisher-name>.
                </mixed-citation>
            </ref>
        </ref-list>
    </back>
</article>