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Model-based fault diagnosis in dynamic systems using identification techniques /

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Safety in industrial process and production plants is a concern of rising importance, especially if people would be endangered by a catastrophic system failure. On the other hand, because the control devices which are now exploited to improve the overall performance of industrial processes include b...

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Bibliographic Details
Main Author: Simani, Silvio, 1971-
Corporate Author: SpringerLink (Online service)
Other Authors: Fantuzzi, Cesare, Patton, Ron, 1949-
Format: eBook
Language:English
Published: London ; New York : Springer, [2003]
Series:Advances in industrial control.
Subjects:
Fault location (Engineering) > Mathematical models.
System failures (Engineering)
Automatic control.
Prozessüberwachung.
Prozessregelung.
Dynamisches System.
Systemidentifikation.
Fehlererkennung.
Gasturbinenanlage.
Détection de défaut (ingénierie) > Modèles mathématiques.
Ingénierie des systèmes > Fiabilité.
Commande automatique.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • 1. Introduction
  • 2. Model-based Fault Diagnosis Techniques
  • Model-based FDI Techniques
  • Modelling of Faulty Systems
  • Residual Generator General Structure
  • Residual Generation Techniques
  • Change Detection and Symptom Evaluation
  • The Residual Generation Problem
  • Fault Diagnosis Technique Integration
  • 3. System Identification for Fault Diagnosis
  • Models for Linear Systems
  • Parameter Estimation Methods
  • Models for Non-linear Dynamic Systems
  • Fuzzy Modelling and Identification
  • 4. Residual Generation, Fault Diagnosis and Identification
  • Output Observers for Robust Residual Generation
  • Unknown Input Observer
  • FDI Schemes Based on UIO and Output Observers
  • Sliding Mode Observers