Model-based fault diagnosis techniques: design schemes, algorithms and tools
<p>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 receiv...
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
London
Springer
2013
|
| Edition: | 2nd ed. |
| Series: | Advances in industrial control
|
| Subjects: | |
| Online Access: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext |
| Summary: | <p>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 considerable attention. This book introduces basic model-based FDI schemes, advanced analysis and design algorithms, and mathematical and control-theoretic tools. |
| Item Description: | 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 |
| Physical Description: | 1 Online-Ressource (XX, 501 p. 61 illus., 24 illus. in color) |
| ISBN: | 9781447147992 |
| DOI: | 10.1007/978-1-4471-4799-2 |
Staff View
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| id | DE-604.BV040685962 |
| illustrated | Not Illustrated |
| indexdate | 2025-02-20T07:02:43Z |
| institution | BVB |
| isbn | 9781447147992 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-025666801 |
| oclc_num | 827054394 |
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| owner_facet | DE-898 DE-BY-UBR DE-634 DE-573 DE-92 DE-Aug4 DE-859 DE-706 DE-863 DE-BY-FWS |
| physical | 1 Online-Ressource (XX, 501 p. 61 illus., 24 illus. in color) |
| psigel | ZDB-2-ENG |
| publishDate | 2013 |
| publishDateSearch | 2013 |
| publishDateSort | 2013 |
| publisher | Springer |
| record_format | marc |
| series2 | Advances in industrial control |
| spellingShingle | Ding, Steven X. Model-based fault diagnosis techniques design schemes, algorithms and tools Ingenieurwissenschaften Engineering Chemical engineering System safety Production of electric energy or power Technisches System (DE-588)4126276-1 gnd Fehlererkennung (DE-588)4133764-5 gnd Kontrolltheorie (DE-588)4032317-1 gnd Mathematisches Modell (DE-588)4114528-8 gnd |
| subject_GND | (DE-588)4126276-1 (DE-588)4133764-5 (DE-588)4032317-1 (DE-588)4114528-8 |
| title | Model-based fault diagnosis techniques design schemes, algorithms and tools |
| title_auth | Model-based fault diagnosis techniques design schemes, algorithms and tools |
| title_exact_search | Model-based fault diagnosis techniques design schemes, algorithms and tools |
| title_full | Model-based fault diagnosis techniques design schemes, algorithms and tools Steven X. Ding |
| title_fullStr | Model-based fault diagnosis techniques design schemes, algorithms and tools Steven X. Ding |
| title_full_unstemmed | Model-based fault diagnosis techniques design schemes, algorithms and tools Steven X. Ding |
| title_short | Model-based fault diagnosis techniques |
| title_sort | model based fault diagnosis techniques design schemes algorithms and tools |
| title_sub | design schemes, algorithms and tools |
| topic | Ingenieurwissenschaften Engineering Chemical engineering System safety Production of electric energy or power Technisches System (DE-588)4126276-1 gnd Fehlererkennung (DE-588)4133764-5 gnd Kontrolltheorie (DE-588)4032317-1 gnd Mathematisches Modell (DE-588)4114528-8 gnd |
| topic_facet | Ingenieurwissenschaften Engineering Chemical engineering System safety Production of electric energy or power Technisches System Fehlererkennung Kontrolltheorie Mathematisches Modell |
| url | https://doi.org/10.1007/978-1-4471-4799-2 |
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