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Neural Network-Based State Estimation of Nonlinear Systems

- Application to Fault Detection and Isolation

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.
  • 26. november 2024

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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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