Heidar A. Talebi,
Farzaneh Abdollahi,
Rajni V. Patel,
Khashayar Khorasani
e.a.
Springer New York
2010e druk, 2009
9781441914378
Neural Network-Based State Estimation of Nonlinear Systems
Application to Fault Detection and Isolation
Specificaties
Paperback, 154 blz.
|
Engels
Springer New York |
2010e druk, 2009
ISBN13: 9781441914378
Rubricering
Onderdeel van serie
Lecture Notes in Control and Information Sciences
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
"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.
Specificaties
ISBN13:9781441914378
Taal:Engels
Bindwijze:paperback
Aantal pagina's:154
Uitgever:Springer New York
Druk:2010
Inhoudsopgave
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.