Model-based fault diagnosis techniques : design schemes, algorithms and tools
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...
Gardado en:
| Autor Principal: | |
|---|---|
| Formato: | Livre numérique |
| Idioma: | Anglais |
| Publicado: |
London :
Springer London
2013.
Cham : Springer Nature |
| Series: | Advances in Industrial Control
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| Acceso en liña: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Model-Based Fault Diagnosis Techniques, Texte imprimé, 9781447147985 • Model-Based Fault Diagnosis Techniques, Texte imprimé, 9781447148005 • Model-Based Fault Diagnosis Techniques, Texte imprimé, 9781447161110 |
Table des matières:
- 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.