Model-Based Fault Diagnosis Techniques Design Schemes, Algorithms and Tools

Model-Based Fault Diagnosis Techniques Design Schemes, Algorithms and Tools / by Steven X. Ding.

Guaranteeing a high system performance over a wide operating range is an important issue surrounding the design of automatic control systems with successively increasing complexity. As a key technology in the search for a solution, advanced fault detection and identification (FDI) is receiving consi...

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Bibliographic Details
Main Author: Ding, Steven X. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: London : Springer London : Imprint: Springer, 2013.
Edition:2nd ed. 2013.
Series:Advances in Industrial Control,
Springer eBook Collection.
Subjects:
Control engineering.
Chemical engineering.
Power electronics.
Quality control.
Reliability.
Industrial safety.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • Basic Ideas, Major Issues, and Tools in the Observer-Based FDI Framework
  • Modelling of Technical Systems
  • Structural Fault Detectability, Isolability and Identifiability
  • Basic Residual Generation Methods
  • Perfect Unknown Input Decoupling
  • Residual Generation with Enhanced Robustness against Unknown Inputs
  • Residual Generation with Enhanced Robustness against Model Uncertainties
  • Norm-Based Residual Evaluation and Threshold Computation
  • Statistical-Methods-Based Residual Evaluation and Threshold Setting
  • Integration of Norm-Based and Statistical Methods
  • Integrated Design of Fault Detection Systems
  • Fault Isolation Schemes.

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