Neural Network-Based State Estimation of Nonlinear Systems : Application to Fault Detection and Isolation

This series aims to report new developments in the fields of control and information sciences quickly, informally and at a high level. The type material considered for publication includes: 1. Preliminary drafts of monographs and advanced textbooks 2. Lectures on a new field, or presenting a new ang...

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Auteurs principaux: Talebi, Heidar A., 1965-, Khorasani, Khashayar (Auteur), Abdollahi, Farzaneh (Auteur), Patel, Rajni V. (Auteur)
Format: Livre numérique
Sprog:Anglais
Udgivet: New York, NY : Springer New York 2010.
Cham : Springer Nature
Serier:Lecture Notes in Control and Information Sciences 395
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Edition sous un autre format:• Neural Network-Based State Estimation of Nonlinear Systems, Texte imprimé, 9781441914446
• Neural network-based state estimation of nonlinear systems, application to fault detection and isolation, Heidar A. Talebi, Farzaneh Abdollahi, Rajni V. Patel... [et al.], New York NY, Springer, 2010, 1 vol. (xix-154p.), Lecture notes in control and information sciences, 978-1-4419-1437-8
Indholdsfortegnelse:
  • 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.