Multiple Models Approach in Automation: Takagi-Sugeno Fuzzy Systems

Multiple Models Approach in Automation: Takagi-Sugeno Fuzzy Systems

by Mohammed Chadli, Pierre Borne
     
 

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Much work on analysis and synthesis problems relating to the multiple model approach has already been undertaken. This has been motivated by the desire to establish the problems of control law synthesis and full state estimation in numerical terms.
In recent years, a general approach based on multiple LTI models (linear or affine) around various function points

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Overview

Much work on analysis and synthesis problems relating to the multiple model approach has already been undertaken. This has been motivated by the desire to establish the problems of control law synthesis and full state estimation in numerical terms.
In recent years, a general approach based on multiple LTI models (linear or affine) around various function points has been proposed. This so-called multiple model approach is a convex polytopic representation, which can be obtained either directly from a nonlinear mathematical model, through mathematical transformation or through linearization around various function points.
This book concentrates on the analysis of the stability and synthesis of control laws and observations for multiple models. The authors’ approach is essentially based on Lyapunov’s second method and LMI formulation. Uncertain multiple models with unknown inputs are studied and quadratic and non-quadratic Lyapunov functions are also considered.

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Product Details

ISBN-13:
9781848214125
Publisher:
Wiley
Publication date:
01/01/2013
Series:
ISTE Series
Pages:
256
Product dimensions:
6.00(w) x 9.30(h) x 0.90(d)

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