Development of Intelligent System using ANFIS Controller

Rohit Deshpande

ISBN 10: 3330055960 / ISBN 13: 9783330055964

Published by LAP LAMBERT Academic Publishing, 2017

About this Item

nach der Bestellung gedruckt Neuware - Printed after ordering - 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.

Seller Inventory # 9783330055964

Bibliographic Details

• Title: Development of Intelligent System using ANFIS Controller
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2017
• Language: English
• ISBN 10: 3330055960
• ISBN 13: 9783330055964
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 220W x 150H x 5D millimeters 220 millimeters width by 150 millimeters height by 5 millimeters depth
• Weight: 119 grams

About this title

Synopsis

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.

About the Author

Rohit Ravindra Deshpande from Yavatmal,Maharashtra India. I am constantly working in the field of Soft Computing from last 08 years.Being an Electronics Engineer, its my pleasure to introduce this book. This book will help to understand basics of ANFIS in a simple way.