Model-based Fault Diagnosis Techniques
Design Schemes, Algorithms, and Tools
Published on 29. February 2008
Book
Paperback/Softback
XX, 473 pages
978-3-540-76303-1 (ISBN)
Description
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 technologies for the problem solutions, advanced fault detection and identification (FDI) technology is receiving considerable attention.
The objective of this book is to introduce basic model-based FDI schemes, advanced analysis and design algorithms and the needed mathematical and control theory tools at a level for graduate students and researchers as well as for engineers.
More details
Edition
2008
Language
English
Place of publication
Berlin
Germany
Publishing group
Springer Berlin
Target group
College/higher education
Research
Product notice
Paperback (trade)
Illustrations
56 s/w Abbildungen, 12 s/w Tabellen
1, black & white illustrations
Dimensions
Height: 23.5 cm
Width: 15.5 cm
Thickness: 25 mm
Weight
753 gr
ISBN-13
978-3-540-76303-1 (9783540763031)
DOI
10.1007/978-3-540-76304-8
Schweitzer Classification
Other editions
New editions
Book
01/2013
2nd Edition
Springer
€213.99
Shipment within 15-20 days
Additional editions
E-Book
02/2008
1st Edition
Springer
€80.24
Available for download
Content
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.