Clustering based fuzzy controller for speed control of DC motor
AUTHOR | Goel Sonia; Tushir Meena |
PUBLISHER | LAP Lambert Academic Publishing (12/31/2015) |
PRODUCT TYPE | Paperback (Paperback) |
Description
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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Product Format
Product Details
ISBN-13:
9783659820731
ISBN-10:
3659820733
Binding:
Paperback or Softback (Trade Paperback (Us))
Content Language:
English
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Page Count:
68
Carton Quantity:
104
Product Dimensions:
6.00 x 0.16 x 9.00 inches
Weight:
0.25 pound(s)
Country of Origin:
US
Subject Information
BISAC Categories
Technology & Engineering | General
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publisher marketing
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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$51.17