Könyv Fuzzy Model Identification & Control of Non-Linear Systems Sunil Gupta

Fuzzy Model Identification & Control of Non-Linear Systems

Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
13 436 Ft
This book presents a research work towards the Identification and Control of Non-Linear Systems base...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2016
oldal
64
EAN
9783659851148
Enbook ID
02963058
Súly
113
Méretek
150 x 220 x 4

Teljes leírás

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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