TY - BOOK
T1 - Decentralized charging coordination of large-scale plug-in electric vehicles in power systems
AU - Ma, Zhongjing
N1 - Publisher Copyright:
© Springer Nature Singapore Pte Ltd. 2020. All rights reserved.
PY - 2019/4/13
Y1 - 2019/4/13
N2 - 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.
AB - 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.
KW - Auction Games
KW - Charging Coordination
KW - Decentralized Algorithm
KW - Distribution Network Systems
KW - Electric Vehicles
KW - Incentive Compatibility
KW - Mean-field Games
KW - Nash Equilibrium
KW - Non-cooperative Games
KW - Vehicle-to-grid
KW - large-scale Systems
UR - http://www.scopus.com/inward/record.url?scp=85074058522&partnerID=8YFLogxK
U2 - 10.1007/9789811376528
DO - 10.1007/9789811376528
M3 - Book
AN - SCOPUS:85074058522
SN - 9789811376511
BT - Decentralized charging coordination of large-scale plug-in electric vehicles in power systems
PB - Springer Singapore
ER -