Grid Optimal Integration of Electric Vehicles: Examples with Matlab Implementation

✍ Scribed by Andrés Ovalle,Ahmad Hably,Seddik Bacha (auth.)

• Publisher: Springer International Publishing
• Year: 2018
• Tongue: English
• Leaves: 228
• Series: Studies in Systems, Decision and Control 137
• Edition: 1
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-xv
Introduction (Andrés Ovalle, Ahmad Hably, Seddik Bacha)....Pages 1-10
Centralized Approach (Andrés Ovalle, Ahmad Hably, Seddik Bacha)....Pages 11-67
Dynamic Programming and Potential Game Approach (Andrés Ovalle, Ahmad Hably, Seddik Bacha)....Pages 69-95
Evolutionary Game Theory Approach Part I: Mixed Strategist Dynamics (Andrés Ovalle, Ahmad Hably, Seddik Bacha)....Pages 97-139
Evolutionary Game Theory Approach Part II: Escort Dynamics (Andrés Ovalle, Ahmad Hably, Seddik Bacha)....Pages 141-213
Back Matter ....Pages 215-219

✦ Subjects

Computational Intelligence