Grid Optimal Integration of Electric Vehicles: Examples with Matlab Implementation

Andrés Ovalle, Ahmad Hably, Seddik Bacha (Autoren)

Buch | Softcover

XV, 219 Seiten

2019
Springer International Publishing (Verlag)
978-3-319-89238-2 (ISBN)

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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.

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.

Erscheinungsdatum	27.02.2019
Reihe/Serie	Studies in Systems, Decision and Control
Zusatzinfo	XV, 219 p. 90 illus., 88 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	364 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Technik ► Elektrotechnik / Energietechnik
Schlagworte	Electrical Engineering • Electrical Vehicles • Game Theory • Grid Modelling • Grid Optimal Integration • Optimization
ISBN-10	3-319-89238-X / 331989238X
ISBN-13	978-3-319-89238-2 / 9783319892382
Zustand	Neuware