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Machine Learning Applications in Renewable Energy - Namrata Manohar, Mousmi Ajay Chaurasia, Stefan Mozar, Chia-Feng Juang

Machine Learning Applications in Renewable Energy (eBook)

eBook Download: PDF
2025
244 Seiten
Springer Nature Singapore (Verlag)
978-981-97-9939-8 (ISBN)
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This book presents the need for Renewable Energy Technologies (RET) in the context of providing a solution for the depletion of conventional resources, protecting the environment and enhancing the economic situation of a country by way of providing employment opportunities for many people may be as employees in various roles or initiating their own enterprise. The book includes statistics on energy consumption changes over the past few decades from conventional to renewable energies. The future scenario of energy in view of technological advancements and the employment status past, present and future is indicated. The need and importance of standards for the efficient operation of renewable energy systems are explained. The various modern technologies that are enabling the successful implementation of RET are presented. The role of the public and government and the various financial schemes governments provide is highlighted. A few modern applications and those under development would enhance the standard of living. The statistics and situation of the various aspects in the wake of the COVID-19 pandemic before, during and future effects are discussed, for the overall benefit of one and all. The various methods of a cost analysis of a project are indicated. Solar system components and the cost estimation of the solar power system in the present-day market status are provided. The various grid integration issues have been discussed.


This book presents the need for Renewable Energy Technologies (RET) in the context of providing a solution for the depletion of conventional resources, protecting the environment and enhancing the economic situation of a country by way of providing employment opportunities for many people may be as employees in various roles or initiating their own enterprise. The book includes statistics on energy consumption changes over the past few decades from conventional to renewable energies. The future scenario of energy in view of technological advancements and the employment status past, present and future is indicated. The need and importance of standards for the efficient operation of renewable energy systems are explained. The various modern technologies that are enabling the successful implementation of RET are presented. The role of the public and government and the various financial schemes governments provide is highlighted. A few modern applications and those under development would enhance the standard of living. The statistics and situation of the various aspects in the wake of the COVID-19 pandemic before, during and future effects are discussed, for the overall benefit of one and all. The various methods of a cost analysis of a project are indicated. Solar system components and the cost estimation of the solar power system in the present-day market status are provided. The various grid integration issues have been discussed.
Erscheint lt. Verlag 26.2.2025
Reihe/Serie Green Energy and Technology
Zusatzinfo XI, 244 p. 127 illus., 112 illus. in color.
Sprache englisch
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Naturwissenschaften Biologie Ökologie / Naturschutz
Naturwissenschaften Geowissenschaften
Technik Elektrotechnik / Energietechnik
Wirtschaft
Schlagworte Artificial Intelligence (AI) • Bio-fuels • Biogas Production • machine learning • Modern Power Technologies • Remote Sensing • Renewable Energy Resource • Renewable Energy Technologies (RET) • Sustainable energy • Waste-to-Energy Transformation
ISBN-10 981-97-9939-2 / 9819799392
ISBN-13 978-981-97-9939-8 / 9789819799398
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