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Fault diagnosis : models, artificial intelligence, applications

Author: Józef Korbicz
Publisher: Berlin ; New York : Springer, ©2004.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

This comprehensive work presents the status and likely development of fault diagnosis, an emerging discipline of modern control engineering. It covers fundamentals of model-based fault diagnosis in a  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Józef Korbicz
ISBN: 3540407677 9783540407676
OCLC Number: 52858492
Notes: "Engineering online library."
Description: xxix, 920 pages : illustrations ; 24 cm
Contents: 1. Introduction --
2. Models in the diagnostics of processes --
3. Process diagnostics methodology --
4. Methods of signal analysis --
5. Control theory methods in designing diagnostic systems --
6. Optimal detection observers based on eigenstructure assignment --
7. Robuse H --
optimal synthesis of FDI systems --
8. Evolutionary methods in designing diagnostic systems --
9. Artificial neural networks in fault diagnosis --
10. Parametric and neural networks Wiener and Hammerstein models in fault detection and isolation --
11. Application of fuzzy logic to diagnostics --
12. Observers and genetic programming in the identification and fault diagnosis of non-linear dynamic systems --
13. Genetic algorithms in the multi-objective optimisation of fault detection observers --
14. Pattern recognition approach to fault diagnostics --
15. Expert systems in technical diagnostics --
16. Selected methods of knowledge engineering in systems diagnosis --
17. Methods of acquisition of diagnostic knowledge --
18. State monitoring algorithms for complex dynamic systems --
19. Diagnostics of industrial processes in decentralised structures --
20. Detection and isolation of manoeuvres in adaptive tracking filtering based on multiple model switching --
21. Detecting and locating leaks in transmission pipelines --
22. Models in the diagnostics of processes --
23. Diagnostic systems.
Responsibility: Józef Korbicz [and others].
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From the reviews of the first edition:"This is an extremely full treatment of its topic, with a total of 23 chapters by different groups of authors ... . `The book on hand is one of the few Read more...

 
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