Neural Network-Based State Estimation of Nonlinear Systems
Application to Fault Detection and Isolation
(Sprache: Englisch)
"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...
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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.
Klappentext zu „Neural Network-Based State Estimation of Nonlinear Systems “
"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.
Inhaltsverzeichnis zu „Neural Network-Based State Estimation of Nonlinear Systems “
Neural Network-Based State Estimation Schemes.- Neural Network-Based System Identification Schemes.- An Actuator Fault Detection and Isolation Scheme: Experiments in Robotic Manipulators.- A Robust Actuator Gain Fault Detection and Isolation Scheme.- A Robust Sensor and Actuator Fault Detection and Estimation Approach.
Bibliographische Angaben
- Autoren: Heidar A. Talebi , Farzaneh Abdollahi , Rajni V. Patel , Khashayar Khorasani
- 2009, XIX, 154 Seiten, Maße: 15,8 x 23,7 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 1441914374
- ISBN-13: 9781441914378
- Erscheinungsdatum: 14.12.2009
Sprache:
Englisch
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