Model-based Fault Diagnosis Techniques Design Schemes, Algorithms, and Tools /

Model-based Fault Diagnosis Techniques Design Schemes, Algorithms, and Tools /

Bibliographic Details
Main Author: Ding, Steven X. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edition:1st ed. 2008.
Subjects:
Control engineering.
Robotics.
Mechatronics.
Industrial engineering.
Production engineering.
Quality control.
Reliability.
Industrial safety.
Computer system failures.
Mathematical models.
Control, Robotics, Mechatronics.
Control and Systems Theory.
Industrial and Production Engineering.
Quality Control, Reliability, Safety and Risk.
System Performance and Evaluation.
Mathematical Modeling and Industrial Mathematics.
Online Access:https://doi.org/10.1007/978-3-540-76304-8
Table of Contents:
  • Introduction, basic concepts and preliminaries
  • Basic ideas, major issues and tools in the observer-based FDI framework
  • Modelling of technical systems
  • Structural fault detectability, isolability and identifiability
  • Residual generation
  • Basic residual generation methods
  • Perfect unknown input decoupling
  • Residual generation with enhanced robustness against unknown inputs
  • Residual generation with enhanced robustness against model uncertainties
  • Residual evaluation and threshold computation
  • Norm based residual evaluation and threshold computation
  • Statistical methods based residual evaluation and threshold setting
  • Integration of norm based and statistical methods
  • Fault detection, isolation and identification schemes
  • Integrated design of fault detection systems
  • Fault isolation schemes
  • On fault identification.

Similar Items