Stability Analysis and Nonlinear Observer Design Using Takagi-Sugeno Fuzzy Models

Many problems in decision making, monitoring, fault detection, and control require the knowledge of state variables and time-varying parameters that are not directly measured by sensors. In such situations, observers, or estimators, can be employed that use the measured input and output signals alon...

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Hlavní autoři: Lendek, Zsófia, Guerra, Thierry-Marie, 1963- (Autor), Babuska, Robert (Autor), De Schutter, Bart, 1968- (Autor)
Médium: Livre numérique
Jazyk:Anglais
Vydáno: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Edice:Studies in Fuzziness and Soft Computing 262
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Edition sous un autre format:• Stability Analysis and Nonlinear Observer Design Using Takagi-Sugeno Fuzzy Models, Zsófia Lendek, Thierry Marie Guerra, Robert Babuška, Bart Schutter, Berlin, Springer, Springer, 2010, 1 vol. (VIII-[1]-196 p.], Studies in Fuzziness and Soft Computing, 978-3-642-16775-1
Obsah:
  • Introduction Takagi-Sugeno fuzzy models Stability analysis of TS fuzzy systems Observers for TS fuzzy systems Cascaded TS systems and observers Distributed TS systems and observers Adaptive observers for TS systems