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

• Κύριος συγγραφέας: Ding, Steven X. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Θέματα: Engineering.; Computer system failures.; Mathematical models.; Control engineering.; Robotics.; Mechatronics.; Industrial engineering.; Production engineering.; Quality control.; Reliability.; Industrial safety.; Control, Robotics, Mechatronics.; Control.; Industrial and Production Engineering.; Quality Control, Reliability, Safety and Risk.; System Performance and Evaluation.; Mathematical Modeling and Industrial Mathematics.

A most critical and important issue surrounding the design of automatic control systems with the successively increasing complexity is guaranteeing a high system performance over a wide operating range and meeting the requirements on system reliability and dependability. As one of the key technologi...

Πίνακας περιεχομένων:

• 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.