Machine Learning for Energy Systems - Hardcover

 
9783039433827: Machine Learning for Energy Systems
Hardcover
ISBN 10: 3039433822 ISBN 13: 9783039433827
Verlag: MDPI AG, 2020

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
MDPI AG
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
3039433822
ISBN 13 
9783039433827
Einband
Gebundene Ausgabe
Anzahl der Seiten
272
Herausgeber
Sidorov Denis
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

Lengericher Landstr. 19
Osnabrück
Niedersachsen
49078
Deutschland