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The purpose of this book is to go to through the main topics address a number of experimental and theoretical studies on the Artificial Intelligence Techniques Using in the Boiler of Thermal Power Plants Such as PID, PSO, ANFIS, Neuro and Fuzzy for enhancement and evaluation of the performance to the thermal power plant. This book included many of intelligent techniques applied on the boiler of the thermal power station as well as software explains these techniques.