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Record Nr. |
UNINA9910555067403321 |
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Autore |
Puig Vicenc |
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Titolo |
Diagnosis and fault-tolerant control . Volume 2 : from fault diagnosis to fault-tolerant control / / Vicenc Puig and Silvio Simani |
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Pubbl/distr/stampa |
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Hoboken, New Jersey : , : John Wiley & Sons, Inc., , [2021] |
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©2021 |
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ISBN |
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1-119-88233-8 |
1-119-88235-4 |
1-119-88234-6 |
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Descrizione fisica |
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1 online resource (288 pages) |
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Disciplina |
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Soggetti |
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Fault tolerance (Engineering) |
Fault location (Engineering) - Automation |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Cover -- Half-Title Page -- Title Page -- Copyright Page -- Contents -- 1. Nonlinear Methods for Fault Diagnosis -- 1.1. Introduction -- 1.2. Fault diagnosis tasks -- 1.2.1. Residual generation task -- 1.2.2. Residual evaluation task -- 1.3. Model-based fault diagnosis -- 1.3.1. Parity space relations -- 1.3.2. Observer-based approaches -- 1.3.3. Nonlinear filtering methods -- 1.3.4. Nonlinear geometric approach strategy -- 1.4. Data-driven fault diagnosis -- 1.4.1. Online identification methods -- 1.4.2. Machine learning approaches to fault diagnosis -- 1.5. Model-based and data-driven integrated fault diagnosis -- 1.6. Robust fault diagnosis problem -- 1.7. Summary -- 1.8. References -- 2. Linear Parameter Varying Methods -- 2.1. Introduction -- 2.2. Preliminaries: a classical approach -- 2.3. Problem statement -- 2.4. Robust active fault-tolerant control design -- 2.4.1. Robust observer-based FTC design -- 2.4.2. Stability analysis -- 2.5. Application: an anaerobic bioreactor -- 2.6. Conclusion -- 2.7. References -- 3. Fuzzy and Neural Network Approaches -- 3.1. Introduction -- 3.2. Fuzzy model design -- 3.2.1. Takagi-Sugeno systems -- 3.2.2. Generation of TS models via nonlinear embedding -- |
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