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Artificial Intelligence for Renewable Energy systems
Hoofdkenmerken
Auteur: Ashutosh Dubey, Sushil Narang, Arun Srivastav, Abhishek Kumar, Vicente García-Díaz
Titel: Artificial Intelligence for Renewable Energy systems
Uitgever: Elsevier S & T
ISBN: 9780323906616
ISBN boekversie: 9780323903967
Prijs: € 281.77
Verschijningsdatum: 01-08-2022
Inhoudelijke kenmerken
Categorie: Energy
Taal: English
Imprint: Woodhead Publishing
Technische kenmerken
Verschijningsvorm: E-book
 

Inhoudsopgave:

\u003cp\u003e\u003ci\u003eArtificial Intelligence for Renewable Energy Systems addresses\u003c/i\u003e the energy industries remarkable move from traditional power generation to a cost-effective renewable energy system, and most importantly, the paradigm shift from a market-based cost of the commodity to market-based technological advancements. Featuring recent developments and state-of-the-art applications of artificial intelligence in renewable energy systems design, the book emphasizes how AI supports effective prediction for energy generation, electric grid related line loss prediction, load forecasting, and for predicting equipment failure prevention.\u003c/p\u003e \u003cp\u003eLooking at approaches in system modeling and performance prediction of renewable energy systems, this volume covers power generation systems, building service systems and combustion processes, exploring advances in machine learning, artificial neural networks, fuzzy logic, genetic algorithms and hybrid mechanisms. \u003c/p\u003e\u003cul\u003e \u003cli\u003eIncludes real-time applications that illustrates artificial intelligence and machine learning for various renewable systems\u003c/li\u003e \u003cli\u003eFeatures a templated approach that can be used to explore results, with scientific implications followed by detailed case studies\u003c/li\u003e \u003cli\u003eCovers computational capabilities and varieties for renewable system design\u003c/li\u003e\u003c/ul\u003e
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