Decentralized charging coordination of large-scale plug-in electric vehicles in power systems /
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Author / Creator: | Ma, Zhongjing, 1975- author. |
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Imprint: | Singapore : Springer, [2020] |
Description: | 1 online resource (xxi, 238 pages) : illustrations (some color) |
Language: | English |
Subject: | |
Format: | E-Resource Book |
URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/12609704 |
ISBN: | 9789811376528 9811376522 9789811376511 9811376514 9789811376511 9789811376535 9811376530 9789811376542 9811376549 |
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Digital file characteristics: | text file PDF |
Notes: | Includes bibliographical references. Online resource; title from PDF title page (SpringerLink, viewed April 22, 2019). |
Summary: | This book focuses on the design of decentralized optimization methods applied to charging strategies for large-scale PEVs in electrical power systems. It studies several classes of charging coordination problems in large-scale PEVs by considering the distinct characteristics of PEV populations and electrical power systems, and subsequently designs decentralized methods based on distinct optimization schemes - such as non-cooperative games, mean-field games, and auction games - to achieve optimal/nearly optimal charging strategies. In closing, several performance aspects of the proposed algorithms, such as their convergence, computational complexity and optimality etc., are rigorously verified and demonstrated in numerical simulations. Given its scope, the book will benefit researchers, engineers, and graduate students in the fields of optimization, game theory, auction games, electrical power systems, etc., and help them design decentralized methods to implement optimal charging strategies in large-scale PEVs. |
Other form: | Printed edition: 9789811376511 Printed edition: 9789811376535 Printed edition: 9789811376542 |
Standard no.: | 10.1007/978-981-13-7652-8 |
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