Machine Learning for Energy Systems - Couverture rigide

 
9783039433827: Machine Learning for Energy Systems
Couverture rigide
ISBN 10 : 3039433822 ISBN 13 : 9783039433827
Editeur : Mdpi AG, 2020

Synopsis

This volume deals with recent advances in and applications of computational intelligence and advanced machine learning methods in power systems, heating and cooling systems, and gas transportation systems. The optimal coordinated dispatch of the multi-energy microgrids with renewable generation and storage control using advanced numerical methods is discussed. Forecasting models are designed for electrical insulator faults, the health of the battery, electrical insulator faults, wind speed and power, PV output power and transformer oil test parameters. The loads balance algorithm for an offshore wind farm is proposed. The information security problems in the energy internet are analyzed and attacked using information transmission contemporary models, based on blockchain technology. This book will be of interest, not only to electrical engineers, but also to applied mathematicians who are looking for novel challenging problems to focus on.

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Éditeur
Mdpi AG
Date d'édition
2020
Langue
anglais
ISBN 10 
3039433822
ISBN 13 
9783039433827
Reliure
Relié
Nombre de pages
272
Éditeur
Sidorov Denis
Coordonnées du fabricant
non disponible
Personne responsable
non disponible