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Neural Network-Based State Estimation of Nonlinear Systems

Application to Fault Detection and Isolation

Häftad, Engelska, 2009

Av Heidar A. Talebi, Farzaneh Abdollahi, Rajni V. Patel, Khashayar Khorasani, Heidar A Talebi, Rajni V Patel

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"Neural Network-Based State Estimation of Nonlinear Systems" presents efficient, easy to implement neural network schemes for state estimation, system identification, and fault detection and Isolation with mathematical proof of stability, experimental evaluation, and Robustness against unmolded dynamics, external disturbances, and measurement noises.

Produktinformation

  • Utgivningsdatum2009-12-14
  • Mått155 x 235 x 15 mm
  • Vikt270 g
  • FormatHäftad
  • SpråkEngelska
  • SerieLecture Notes in Control and Information Sciences
  • Antal sidor154
  • Upplaga2010
  • FörlagSpringer-Verlag New York Inc.
  • ISBN9781441914378