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

• Main Author: Ding, Steven X. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: London : Springer London : Imprint: Springer, 2013.
• Edition: 2nd ed. 2013.
• Series: Advances in Industrial Control,
• Subjects: Engineering.; Chemical engineering.; System safety.; Production of electric energy or power.; Control.; Industrial Chemistry/Chemical Engineering.; Power Electronics, Electrical Machines and Networks.; Quality Control, Reliability, Safety and Risk.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-1-4471-4799-2

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...

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.