Efficient Auction Games
Theories, Algorithms and Applications in Smart Grids & Electric Vehicle Charging
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Beschreibung
This book focuses on the design of efficient & dynamic methods to allocate divisible resources under various auction mechanisms, discussing their applications in power & microgrid systems and the V2G & EV charging coordination problems in smart grids. It describes the design of dynamic methods for single-sided and double-sided auction games and presents a number of simulation cases verifying the performances of the proposed algorithms in terms of efficiency, convergence and computational complexity. Further, it explores the performances of certain auction mechanisms in a hierarchical structure and with large-scale agents, as well as the auction mechanisms for the efficient allocation of multi-type resources. Lastly, it generalizes the main and demonstrates their application in smart grids.
This book is a valuable resource for researchers, engineers, and graduate students in the fields of optimization, game theory, auction mechanisms and smart grids interested in designing dynamic auction mechanisms to implement optimal allocation of divisible resources, especially electricity and other types of energy in smart grids.
This book focuses on the design of efficient & dynamic methods to allocate divisible resources under various auction mechanisms, discussing their applications in power & microgrid systems and the V2G & EV charging coordination problems in smart grids. It describes the design of dynamic methods for single-sided and double-sided auction games and presents a number of simulation cases verifying the performances of the proposed algorithms in terms of efficiency, convergence and computational complexity. Further, it explores the performances of certain auction mechanisms in a hierarchical structure and with large-scale agents, as well as the auction mechanisms for the efficient allocation of multi-type resources. Lastly, it generalizes the main and demonstrates their application in smart grids.
This book is a valuable resource for researchers, engineers, and graduate students in the fields of optimization, game theory, auction mechanisms and smart grids interested indesigning dynamic auction mechanisms to implement optimal allocation of divisible resources, especially electricity and other types of energy in smart grids.
Explores the efficient allocation of divisible resources under different types of auction games Verifies the performances of the proposed methods using numerical simulations Discusses extending auction mechanisms and the proposed methods to smart grids
Autor*in
Zhongjing Ma
Themen in »Efficient Auction Games«
Divisible resource allocation Auction mechanism Auction games Incentive compatibility Nash equilibrium (NE) Dynamic implementation of NE Computational complexity Progressive second price auction mechanism, Market clearing price auction Multitype resources Large-scale systems Electric vehicles (EV) EV charging coordination Vehicle to grid (V2G) Smart grids