Development of Intelligent System using ANFIS Controller - Tapa blanda

Deshpande, Rohit

 
9783330055964: Development of Intelligent System using ANFIS Controller
Tapa blanda
ISBN 10: 3330055960 ISBN 13: 9783330055964
Editorial: LAP LAMBERT Academic Publishing, 2017

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Reseña del editor

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.

Biografía del autor

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2017
Idioma
Inglés
ISBN 10 
3330055960
ISBN 13 
9783330055964
Encuadernación
Tapa blanda
Número de páginas
68
Contacto del fabricante
no disponible
Persona responsable
no disponible