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The purpose of this book is go to through the main topics address a number of experimental and theoretical studies on the intelligent techniques used to control of steam power plant for enhancement and evaluation of the performance to thermal power plant. This book included many of intelligent techniques such as Artificial Neural Networks, Fuzzy Logic Control Systems, and Genetic Algorithm (GA).