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George Xydis - Wind Energy and Weather Forecasting, Inbunden

Inbunden, Engelska, 2026

Del i serien River Publishers Series in Energy Sustainability and Efficiency

Wind Energy and Weather Forecasting

Av George Xydis

1939 kr

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Beskrivning
Wind energy is a cornerstone of the global transition to renewable power, yet its inherent variability presents major challenges for efficiency, forecasting, and grid integration. This book explores how advanced machine learning techniques can transform the wind energy sector by delivering data-driven solutions that improve predictability, optimize operations, and maximize output.Drawing on cutting-edge research and real-world case studies, the book examines applications ranging from random forest-based power forecasting and cloud-enabled quality management to neural network-driven wind atlas development and LSTM-based demand prediction. It demonstrates how machine learning can reduce uncertainty through advanced weather analysis, support smart site selection by integrating geospatial and environmental data, enhance operational efficiency through automated data management, and improve grid integration and energy distribution using adaptive predictive models.Packed with actionable insights, this book is an essential resource for renewable energy professionals, data scientists, policymakers, and researchers seeking to leverage artificial intelligence for a smarter and more sustainable wind energy future. Whether addressing forecasting challenges or optimizing turbine performance, it provides the tools needed to turn data into real-world impact and drive the renewable energy revolution.
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George Xydis had the opportunity to work in the wind sector together with developers, utilities, constructors, universities, and research institutes. He used to work as a Wind Projects Development Coordinator at Iberdrola Renewables, as a Wind Project Developer at Vector Hellenic Windfarms S.A., and as a Researcher at the Center for Electric Power and Energy, Department of Electrical Engineering at the Technical University of Denmark. He has been since February 2017 with the Center for Energy Technologies, Aarhus University as an Associate Professor and since January 2023 as a Full Professor. George was one of the co-founders of VerdeCube and worked as an adjunct faculty member at Johns Hopkins University in Energy Policy and Climate program, teaching 425.624.81 – Wind Energy: Science, Technology and Policy. He has been since January 2024 with the University of the Peloponnese, Dept. of Mechanical Engineering. He used to collaborate, as a freelancer, with institutes, universities, and SMEs. George’s research interests include energy planning, wind resource assessment, technoeconomics of renewable energy systems, energy demand and plant factories. He has co-authored more than 140 publications in international journals, more than 50 in international conferences, books, and book chapters, and serves as an Associate Editor in Frontiers in Energy Systems & Policy, Journal of Business Analytics, and Energy & Environment. Since May 2024, he has served as the Co-Editor in Chief of Cambridge Prisms: Energy Transitions, a scholarly journal that Cambridge University Press launched. He holds a Ph.D. from the National Technical University of Athens, and a degree in Mechanical Engineering from the Aristotle University of Thessaloniki, Greece.

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