Intelligent Automatic Generation Control

ISBN-13: 9781439849538 / Angielski / Twarda / 2011 / 308 str.

Hassan Bevrani; Takashi Hiyama

Opis

This book thoroughly explains the basic principles of power system AGC systems. It presents frequency response models, intelligent structures, and mathematical algorithms, which are used to adapt artificial intelligent control techniques for AGC issues. The author considers physical constraints and engineering aspects of AGC systems and examines most developed intelligent control strategies, using real-time simulations. With an emphasis on practical methods for computer analysis and design, the text develops appropriate concepts relative to the intelligent AGC problem in real-world power systems, rather than describing sophisticated mathematical analytical methods.

Recenzje

"I enjoyed reading the book and found it informative. It is certainly a book I would recommend to postgraduate students and researchers in the area of intelligent control systems and their application to power system control. My congratulations to the authors."
—Pouyan Pourbeik, IEEE Power and Energy Magazine

Spis treści

Intelligent Power System Operation and Control: Japan Case Study. Automatic Generation Control (AGC): Fundamentals and Concepts. Intelligent AGC: Past Achievements and New Perspectives. AGC in Restructured Power Systems. Neural-Network-Based AGC Design. AGC Systems Concerning Renewable Energy Sources. AGC Design Using Multiagent Systems. Bayesian-Network-Based AGC Approach. Fuzzy Logic and AGC Systems. Frequency Regulation Using Energy Capacitor System. Application of Genetic Algorithm in AGC Synthesis. Frequency Regulation in Isolated Systems with Dispersed Power Sources.