Clustering based fuzzy controller for speed control of DC motor - Softcover

Tushir, Meena; Goel, Sonia

 
9783659820731: Clustering based fuzzy controller for speed control of DC motor
Softcover
ISBN 10: 3659820733 ISBN 13: 9783659820731
Verlag: LAP LAMBERT Academic Publishing, 2015

Inhaltsangabe

Fuzzy c-means (FCM) Clustering has been used to partition the input-output data and to determine the number of rules. By assuming Gaussian membership function for the premise parts, hybrid learning algorithm is used to update its parameters. This book presents a research work towards the development of a T-S fuzzy model for the speed control of dc motors. To be specific, an attempt is made to design a clustering based fuzzy logic controller for speed control of dc motors. The proposed approach provides a mechanism to obtain the reduced rule-set covering the whole input/output space as well as the parameters of membership functions for each input variable. The entire system has been modeled using MATLAB 7.0/Simulink toolbox.

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Über die Autorin bzw. den Autor

Dr Meena Tushir is currently working as Associate Professor in Department of Electrical Engineering in MSIT, New Delhi. Her current research interests include neural networks, fuzzy logic, modelling, identification, and control of nonlinear systems.Ms Sonia Goel is an Assistant Professor in the Department of Electrical Engineering.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2015
Sprache
Englisch
ISBN 10 
3659820733
ISBN 13 
9783659820731
Einband
Taschenbuch
Anzahl der Seiten
68
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Saarbrücker Vlg. f. Rechtswissensch.
customerservice@vdm-vsg.de

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