Advances in fault detection and diagnosis using filtering analysis / / Ziyun Wang, Yan Wang, Zhicheng Ji
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| Autore: |
Wang Ziyun
|
| Titolo: |
Advances in fault detection and diagnosis using filtering analysis / / Ziyun Wang, Yan Wang, Zhicheng Ji
|
| Pubblicazione: | Singapore : , : Springer, , [2022] |
| ©2022 | |
| Descrizione fisica: | 1 online resource (192 pages) |
| Disciplina: | 620.0044 |
| Soggetto topico: | Fault location (Engineering) |
| Kalman filtering | |
| Persona (resp. second.): | WangYan |
| JiZhicheng | |
| Nota di contenuto: | Intro -- Preface I -- Preface II -- Advances in Fault Detection and Diagnosis Using Filtering Analysis -- Contents -- Symbol Description -- List of Figures -- List of Tables -- 1 Introduction -- 1.1 Fault Detection and Diagnosis Problem -- 1.2 Classification of Fault Detection and Diagnosis Methods -- 1.2.1 Analytical Model-Based Method -- 1.2.2 Knowledge-Based Method -- 1.2.3 Signal-Processing-Based Method -- 1.3 Fault Classification -- 1.4 An Overview of Fault Diagnosis Process -- 1.4.1 Fault Detection -- 1.4.2 Fault Isolation -- 1.4.3 Fault Identification -- 1.5 Summary of Filtering Methods -- 1.6 Motivation and Objective -- 1.7 Outlines -- References -- 2 Design of State Space Based Fault Diagnosis Filter -- 2.1 Preliminaries and Problem Formulation -- 2.2 Fault Diagnosis Based on Inverse Kalman Filter -- 2.3 Application Study -- 2.4 Concluding Remarks -- References -- 3 Design of Ellipsoid Set-Membership Based Fault Detection Filter -- 3.1 Preliminaries and Problem Formulation -- 3.2 Process of Ellipsoid Set-Membership Method -- 3.3 Finite Data Window Algorithm -- 3.4 Illustrative Simulations -- 3.5 Concluding Remarks -- References -- 4 Design of Polyhedron Set-Membership Based Fault Detection Filter -- 4.1 Preliminaries and Problem Formulation -- 4.2 Polyhedral Cone and the Vertices -- 4.3 Multi-objective Linear Programming -- 4.4 Illustrative Simulations -- 4.5 Application Study -- 4.6 Concluding Remarks -- References -- 5 Design of Interval Set-Membership Based Fault Detection Filter -- 5.1 Preliminaries and Problem Formulation -- 5.2 SIVIA Approach -- 5.2.1 Interval Analysis -- 5.2.2 Set Inversion -- 5.3 Vector Set Inversion Interval Filter -- 5.4 Illustrative Simulations -- 5.5 Application Study -- 5.6 Concluding Remarks -- References -- 6 Design of Orthotopic Set-Membership Based Fault Diagnosis Filter. |
| 6.1 Preliminaries and Problem Formulation -- 6.2 Orthotope and Its Center -- 6.3 Linear Programming -- 6.4 Orthotopic Spatial Extension -- 6.5 Orthotopic-filtering-based Fault Diagnosis Algorithms -- 6.5.1 Fault Detection Criterion -- 6.5.2 Fault Isolation and Identification -- 6.6 Hierarchical Fault Diagnosis -- 6.6.1 Fault Detection -- 6.6.2 Fault Identification -- 6.7 Illustrative Simulations -- 6.8 Application Study -- 6.9 Concluding Remarks -- References -- 7 Fault Diagnosis Method Based on Composite Set-Membership Filter -- 7.1 Preliminaries and Problem Formulation -- 7.2 Directional Expansion Based Fault Diagnosis Algorithm … -- 7.2.1 Fault Detection -- 7.2.2 Fault Isolation -- 7.2.3 Fault Identification -- 7.3 Orthotopic Double Filtering Based State Estimation Algorithm -- 7.3.1 Prediction Step -- 7.3.2 Update Step -- 7.4 Illustrative Simulation -- 7.5 Application Study -- 7.5.1 Application Case 1 -- 7.5.2 Application Case 2 -- 7.5.3 Application Case 3 -- 7.5.4 Application Case 4 -- 7.6 Concluding Remarks -- References -- 8 Summary. | |
| Titolo autorizzato: | Advances in fault detection and diagnosis using filtering analysis |
| ISBN: | 981-16-5959-1 |
| 981-16-5958-3 | |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910743383103321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |