Handbook of Artificial Intelligence Techniques in Photovoltaic Systems - by Adel Mellit & Soteris Kalogirou (Paperback)

About the Book

"Handbook of artificial intelligence techniques in photovoltaic systems provides readers with a comprehensive and detailed overview of the role of artificial intelligence (AI) in PV systems. Covering up-to-date research and methods of how, when, and why to use and apply AI techniques in solving most photovoltaic problems, this book will serve as a complete reference in applying intelligent techniques and algorithms to increase the efficiency of PV systems. Each chapter solves specific problem and can stand independently; this detailed book contains problem-solving data for challenges, including optimization, advanced control, output power forecasting, fault detection identification and localization, and real-time implementation of designed intelligent models (into FPGAs, DSPs, or MCs) and smart monitoring systems."--Back cover.

Book Synopsis

Handbook of Artificial Intelligence Techniques in Photovoltaic Systems: Modelling, Control, Optimization, Forecasting and Fault Diagnosis provides readers with a comprehensive and detailed overview of the role of artificial intelligence in PV systems. Covering up-to-date research and methods on how, when and why to use and apply AI techniques in solving most photovoltaic problems, this book will serve as a complete reference in applying intelligent techniques and algorithms to increase PV system efficiency. Sections cover problem-solving data for challenges, including optimization, advanced control, output power forecasting, fault detection identification and localization, and more.Supported by the use of MATLAB and Simulink examples, this comprehensive illustration of AI-techniques and their applications in photovoltaic systems will provide valuable guidance for scientists and researchers working in this area.