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Neural Network-Based State Estimation of Nonlinear Systems

- Application to Fault Detection and Isolation

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

indgår i Lecture Notes in Control and Information Sciences serien

Neural Network-Based State Estimation of Nonlinear Systems af Heidar A. Talebi
Bag om Neural Network-Based State Estimation of Nonlinear Systems

This text offers neural network schemes for state estimation, system identification and fault detection. It covers mathematical proof of stability, experimental evaluation, and robustness against unmolded dynamics, external disturbances and measurement noises.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781441914378
  • Indbinding:
  • Paperback
  • Sideantal:
  • 154
  • Udgivet:
  • 1. december 2009
  • Udgave:
  • 2010
  • Størrelse:
  • 234x156x9 mm.
  • Vægt:
  • 570 g.
  • 8-11 hverdage.
  • 16. januar 2025

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This text offers neural network schemes for state estimation, system identification and fault detection. It covers mathematical proof of stability, experimental evaluation, and robustness against unmolded dynamics, external disturbances and measurement noises.

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