This book is a compilation of recent research on distributed optimization algorithms for the integral load management of plug-in electric vehicle (PEV) fleets and their potential services to the electricity system. It also includes detailed developed Matlab scripts. These algorithms can be implemented and extended to diverse applications where energy management is required (smart buildings, railways systems, task sharing in micro-grids, etc.). The proposed methodologies optimally manage PEV fleets’ charge and discharge schedules by applying classical optimization, game theory, and evolutionary game theory techniques. Taking owner’s requirements into consideration, these approaches provide services like load shifting, load balancing among phases of the system, reactive power supply, and task sharing among PEVs. The book is intended for use in graduate optimization and energy management courses, and readers are encouraged to test and adapt the scripts to their specific applications.
Les mer
This book is a compilation of recent research on distributed optimization algorithms for the integral load management of plug-in electric vehicle (PEV) fleets and their potential services to the electricity system.
Les mer
Introduction.- Centralized Approach.- Dynamic Programming and Potential Game Approach.- Evolutionary Game Theory Approach Part I: Mixed Strategist Dynamics.- Evolutionary Game Theory Approach Part II: Escort Dynamics.
Les mer
This book is a compilation of recent research on distributed optimization algorithms for the integral load management of plug-in electric vehicle (PEV) fleets and their potential services to the electricity system. It also includes detailed developed Matlab scripts. These algorithms can be implemented and extended to diverse applications where energy management is required (smart buildings, railways systems, task sharing in micro-grids, etc.). The proposed methodologies optimally manage PEV fleets’ charge and discharge schedules by applying classical optimization, game theory, and evolutionary game theory techniques. Taking owner’s requirements into consideration, these approaches provide services like load shifting, load balancing among phases of the system, reactive power supply, and task sharing among PEVs. The book is intended for use in graduate optimization and energy management courses, and readers are encouraged to test and adapt the scripts to their specific applications.
Les mer
Offers a compilation of recent research on distributed optimization algorithms for the integral load management of plug-in electric vehicle (PEV) fleetsProposes distributed optimization algorithms for the integral load management of electric vehicle (EV) fleets and their potential services to the electricity systemHelps to optimally manage EV fleets charge/discharge schedules by applying game theory and evolutionary game theory techniquesBenefits researchers working in the field of optimal integration of EVsIncludes useful material for courses on grid modeling, optimization, and game theory
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Produktdetaljer

ISBN
9783319892382
Publisert
2019-06-04
Utgiver
Vendor
Springer International Publishing AG
Vekt
454 gr
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet