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The purpose of this book is going to through the main topics address a number of experimental and theoretical studies on the applications of the smart control in the boiler of the thermal power plant using the theory of ANFIS for enhancement and evaluation of the performance to the thermal power plant. This book included many intelligent techniques such as Adaptive Neuro-Fuzzy inference systems ( ANFIS) and application in the boiler of the thermal power plant.