Intelligent Automatic Generation Control

ISBN-13: 9781138076235 / Angielski / Miękka / 2017 / 308 str.

Hassan Bevrani;Takashi Hiyama

Opis

Automatic generation control (AGC) is one of the most important control problems in the design and operation of interconnected power systems. Its significance continues to grow as a result of several factors: the changing structure and increasing size, complexity, and functionality of power systems, the rapid emergence (and uncertainty) of renewable energy sources, developments in power generation/consumption technologies, and environmental constraints.

Delving into the fundamentals of power system AGC, Intelligent Automatic Generation Control explores ways to make the infrastructures of tomorrow smarter and more flexible. These frameworks must be able to handle complex multi-objective regulation optimization problems, and they must be highly diversified in terms of policies, control strategies, and wide distribution in demand and supply sources—all via an intelligent scheme. The core of such intelligent systems should be based on efficient, adaptable algorithms, advanced information technology, and fast communication devices to ensure that the AGC systems can maintain generation-load balance following serious disturbances.

This book addresses several new schemes using intelligent control techniques for simultaneous minimization of system frequency deviation and tie-line power changes, which is required for successful operation of interconnected power systems. It also concentrates on physical and engineering aspects and examines several developed control strategies using real-time simulations. This reference will prove useful for engineers and operators in power system planning and operation, as well as academic researchers and students in field of electrical engineering.

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.