ISBN: 9781032707907 - intelligent data-driven modelling and optimization in power and energy applications (intelligent data-driven systems and artificial intelligence) (6 Ergebnisse)

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Zustand: As New. Unread book in perfect condition.

Zustand: New.

Paperback. Zustand: Brand New. 238 pages. 6.14x0.53x9.21 inches. In Stock.

Zustand: New. B Rajanarayan Prusty (Senior Member, IEEE) is a Professor and Associate Dean Research in the School of Engineering, Galgotias University, Greater Noida, India. He obtained his Ph.D. from the National Institute of Technology Karnataka, Su.

Taschenbuch. Zustand: Neu. Neuware - This book provides a comprehensive understanding of how intelligent data-driven techniques can be used for modelling, controlling, and optimizing various power and energy applications. It aims to develop multiple data-driven models for forecasting renewable energy sources and to interpret the benefits of these techniques in line with first-principles modelling approaches. By doing so, the book aims to stimulate deep insights into computational intelligence approaches in data-driven models and to promote their potential applications in the power and energy sectors. Its key features include: - an exclusive section on essential preprocessing approaches for the data-driven model - a detailed overview of data-driven model applications to power system planning and operational activities - specific focus on developing forecasting models for renewable generations such as solar PV and wind power, and - showcasing the judicious amalgamation of allied mathematical treatments such as optimization and fractional calculus in data-driven model-based frameworks This book presents novel concepts for applying data-driven models, mainly in the power and energy sectors, and is intended for graduate students, industry professionals, research, and academic personnel.…