Robust filters for fault detection: An LMI control setting
Starting from the narrow relationship between robust filtering and the design of robust filters to fault detection, an approach for fault detection and diagnosis robust filter design in linear systems is presented. The method consists on transforming the problem of robust detection of faults in a p...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Universidad del Zulia
2010-10-01
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| Series: | Revista Técnica de la Facultad de Ingeniería |
| Subjects: | |
| Online Access: | https://www.produccioncientificaluz.org/index.php/tecnica/article/view/5895 |
| _version_ | 1828092190581063680 |
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| author | Addison Ríos Bolívar Germain García |
| author_facet | Addison Ríos Bolívar Germain García |
| author_sort | Addison Ríos Bolívar |
| collection | DOAJ |
| description | Starting from the narrow relationship between robust filtering and the design of robust filters to fault detection, an approach for fault detection and diagnosis robust filter design in linear systems is presented. The method consists on transforming the problem of robust detection of faults in a problem of robust control based on Linear Matrix Inequalities (LMI). The transformation is obtained by means of the design of a dynamic system (post-filter), which is obtained through the synthesis of robust controllers based on LMl. Thus, performance index in H2, H00, and multi-objective criteria (H2, H00) can be obtained. This formulation allows the application ofany technique of robust control based on LMl's, and the robust fault detection and isolation is guaranteed
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| first_indexed | 2024-04-11T06:25:11Z |
| format | Article |
| id | doaj.art-758537668ec8434fa627f4e71ed427d0 |
| institution | Directory Open Access Journal |
| issn | 0254-0770 2477-9377 |
| language | English |
| last_indexed | 2024-04-11T06:25:11Z |
| publishDate | 2010-10-01 |
| publisher | Universidad del Zulia |
| record_format | Article |
| series | Revista Técnica de la Facultad de Ingeniería |
| spelling | doaj.art-758537668ec8434fa627f4e71ed427d02022-12-22T04:40:24ZengUniversidad del ZuliaRevista Técnica de la Facultad de Ingeniería0254-07702477-93772010-10-01283Robust filters for fault detection: An LMI control settingAddison Ríos Bolívar0Germain García1Universidad de Los Andes-VenezuelaThe Laboratory of Analysis and Architecture of Systems (LAAS-CNRS)-Francia Starting from the narrow relationship between robust filtering and the design of robust filters to fault detection, an approach for fault detection and diagnosis robust filter design in linear systems is presented. The method consists on transforming the problem of robust detection of faults in a problem of robust control based on Linear Matrix Inequalities (LMI). The transformation is obtained by means of the design of a dynamic system (post-filter), which is obtained through the synthesis of robust controllers based on LMl. Thus, performance index in H2, H00, and multi-objective criteria (H2, H00) can be obtained. This formulation allows the application ofany technique of robust control based on LMl's, and the robust fault detection and isolation is guaranteed https://www.produccioncientificaluz.org/index.php/tecnica/article/view/5895fault detectionlinear matrix inequalities (LMI) controlH2-H00 controlrobust estimation |
| spellingShingle | Addison Ríos Bolívar Germain García Robust filters for fault detection: An LMI control setting Revista Técnica de la Facultad de Ingeniería fault detection linear matrix inequalities (LMI) control H2-H00 control robust estimation |
| title | Robust filters for fault detection: An LMI control setting |
| title_full | Robust filters for fault detection: An LMI control setting |
| title_fullStr | Robust filters for fault detection: An LMI control setting |
| title_full_unstemmed | Robust filters for fault detection: An LMI control setting |
| title_short | Robust filters for fault detection: An LMI control setting |
| title_sort | robust filters for fault detection an lmi control setting |
| topic | fault detection linear matrix inequalities (LMI) control H2-H00 control robust estimation |
| url | https://www.produccioncientificaluz.org/index.php/tecnica/article/view/5895 |
| work_keys_str_mv | AT addisonriosbolivar robustfiltersforfaultdetectionanlmicontrolsetting AT germaingarcia robustfiltersforfaultdetectionanlmicontrolsetting |