Talebi / Abdollahi / Patel Neural Network-Based State Estimation of Nonlinear Systems
Erscheinungsjahr 2009
ISBN: 978-1-4419-1438-5
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
Application to Fault Detection and Isolation
E-Book, Englisch, 154 Seiten, Web PDF
Reihe: Engineering (R0)
ISBN: 978-1-4419-1438-5
Verlag: Springer US
Format: PDF
Kopierschutz: 1 - PDF Watermark
"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.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
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.
