Transfer Learning for Fault Detection with Application to Wind Turbine SCADA Data
Abstract
(ISSN 2690-1692)
Journal of Energy and Power Technology (JEPT) is an international peer-reviewed Open Access journal published quarterly online by LIDSEN Publishing Inc. This periodical is dedicated to providing a unique, peer-reviewed, multi-disciplinary platform for researchers, scientists and engineers in academia, research institutions, government agencies and industry. The journal is also of interest to technology developers, planners, policy makers and technical, economic and policy advisers to present their research results and findings.
Journal of Energy and Power Technology focuses on all aspects of energy and power. It publishes original research and review articles and also publishes Survey, Comments, Perspectives, Reviews, News & Views, Tutorial and Discussion Papers from experts in these fields to promote intuitive understanding of the state-of-the-art and technology trends.
Main research areas include (but are not limited to):
Renewable energies (e.g. geothermal, solar, wind, hydro, tidal, wave, biomass) and grid connection impact
Energy harvesting devices
Energy storage
Hybrid/combined/integrated energy systems for multi-generation
Hydrogen energy
Fuel cells
Nuclear energy
Energy economics and finance
Energy policy
Energy and environment
Energy conversion, conservation and management
Smart energy system
Power Generation - Conventional and Renewable
Power System Management
Power Transmission and Distribution
Smart Grid Technologies
Micro- and nano-energy systems and technologies
Power electronic
Biofuels and alternatives
High voltage and pulse power
Organic and inorganic photovoltaics
Batteries and supercapacitors
Archiving: full-text archived in CLOCKSS.
Rapid publication: manuscripts are peer-reviewed and a first decision provided to authors approximately 6.1 weeks after submission; acceptance to publication is undertaken in 8.9 days (median values for papers published in this journal in the second half of 2021, 1-2 days of FREE language polishing time is also included in this period).
Topical Collection
Wind Energy
Editor
Andrés Elías Feijóo Lorenzo, PhD, Associate Professor
Departamento de Enxeñería Eléctrica, Universidade de Vigo, Vigo, Spain
Research interests: wind energy; wind speed simulation; wind turbines
Summary
Wind energy has experienced an important evolution since the last decade at a global level. Its incorporation in most of the electrical power systems is a fact, and the percentage of its share in the energy mix of some countries has risen up to high levels. This must be reinforced due to the need of decarbonizing the economy in the future and, as a consequence, energy uses. This evolution has also partly been accompanied by the necessity of increasing energy independence in many countries. This has led many scientific and technical developments to discover new ways of energy production. This has been achieved with the great efforts of many researchers and technologists. The aim of this collection is to host papers on different issues regarding this exciting history. Therefore, papers exploring wind energy-related fields can be submitted to this collection.
Publication (11 papers)
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