Fuzzy Model Identification & Control of Non-Linear Systems
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- Englisch ausgewählt
Fr. 55.90
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Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
16.02.2016
Verlag
LAP LAMBERT Academic PublishingSeitenzahl
64
Maße (L/B/H)
22/15/0.5 cm
Gewicht
113 g
Sprache
Englisch
ISBN
978-3-659-85114-8
This book presents a research work towards the Identification and Control of Non-Linear Systems based on Fuzzy Models approach. A TS fuzzy model has been implemented successfully to a known benchmark problem of the identification of non-linear plant data. FCM Clustering based approach has been used for the classification of input -output data points. After clustering gradient descent method is used for the learning of parameters. It has also been implemented on a real data problem which is a model of an operator's control of a chemical plant and the accuracy was comparable to the results reported in the literature. The entire system has been modeled using MATLAB 7.0/Simulink toolbox.
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