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In this book two important aspects: design & simulation of Adaptive Neuro Fuzzy Inference System based controller are done.This is used for the regulation of bath water temperature and effective use of LPG.Adaptive Neuro Fuzzy Inference System (ANFIS) based controller is proposed for temperature control.First ANFIS is generated for default parameters and then performance of the controller for various parameters is studied.The generation of membership function is challenging problem for fuzzy system and the response of fuzzy systems depend on the membership function. The ANFIS based input- output model is used to tune the membership function in fuzzy system.We have varied all the parameters of ANFIS controller; by considering the best result for we have proposed the ANFIS based waterbath temperature controller.