Automated Design of an FDI System for the Wind Turbine Benchmark
We propose an FDI system for the wind turbine benchmark designed by the application of a generic automated method. No specific adaptation of the method for the wind turbine benchmark is needed, and the number of required human decisions, assumptions, as well as parameter choices is minimized. The me...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2012-01-01
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| Series: | Journal of Control Science and Engineering |
| Online Access: | http://dx.doi.org/10.1155/2012/989873 |
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| _version_ | 1832549315457843200 |
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| author | Carl Svärd Mattias Nyberg |
| author_facet | Carl Svärd Mattias Nyberg |
| author_sort | Carl Svärd |
| collection | DOAJ |
| description | We propose an FDI system for the wind turbine benchmark designed by the application of a generic automated method. No specific adaptation of the method for the wind turbine benchmark is needed, and the number of required human decisions, assumptions, as well as parameter choices is minimized. The method contains in essence three steps: generation of candidate residual generators, residual generator selection, and diagnostic test construction. The proposed FDI system performs well in spite of no specific adaptation or tuning to the benchmark. All faults in the predefined test sequence can be detected and all faults, except a double fault, can also be isolated shortly thereafter. In addition, there are no false or missed detections. |
| format | Article |
| id | doaj-art-871bf043c5aa4e6d9e47164d13b410cd |
| institution | Kabale University |
| issn | 1687-5249 1687-5257 |
| language | English |
| publishDate | 2012-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Control Science and Engineering |
| spelling | doaj-art-871bf043c5aa4e6d9e47164d13b410cd2025-02-03T06:11:31ZengWileyJournal of Control Science and Engineering1687-52491687-52572012-01-01201210.1155/2012/989873989873Automated Design of an FDI System for the Wind Turbine BenchmarkCarl Svärd0Mattias Nyberg1Department of Electrical Engineering, Linköping University, 58183 Linköping, SwedenDepartment of Electrical Engineering, Linköping University, 58183 Linköping, SwedenWe propose an FDI system for the wind turbine benchmark designed by the application of a generic automated method. No specific adaptation of the method for the wind turbine benchmark is needed, and the number of required human decisions, assumptions, as well as parameter choices is minimized. The method contains in essence three steps: generation of candidate residual generators, residual generator selection, and diagnostic test construction. The proposed FDI system performs well in spite of no specific adaptation or tuning to the benchmark. All faults in the predefined test sequence can be detected and all faults, except a double fault, can also be isolated shortly thereafter. In addition, there are no false or missed detections.http://dx.doi.org/10.1155/2012/989873 |
| spellingShingle | Carl Svärd Mattias Nyberg Automated Design of an FDI System for the Wind Turbine Benchmark Journal of Control Science and Engineering |
| title | Automated Design of an FDI System for the Wind Turbine Benchmark |
| title_full | Automated Design of an FDI System for the Wind Turbine Benchmark |
| title_fullStr | Automated Design of an FDI System for the Wind Turbine Benchmark |
| title_full_unstemmed | Automated Design of an FDI System for the Wind Turbine Benchmark |
| title_short | Automated Design of an FDI System for the Wind Turbine Benchmark |
| title_sort | automated design of an fdi system for the wind turbine benchmark |
| url | http://dx.doi.org/10.1155/2012/989873 |
| work_keys_str_mv | AT carlsvard automateddesignofanfdisystemforthewindturbinebenchmark AT mattiasnyberg automateddesignofanfdisystemforthewindturbinebenchmark |