Automated Design of an FDI-System for the Wind Turbine Benchmark
2012 (English)In: Journal of Control Science and Engineering, ISSN 1687-5249, E-ISSN 1687-5257, Vol. 2012, no 989873Article in journal (Refereed) Published
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.
Place, publisher, year, edition, pages
2012. Vol. 2012, no 989873
Engineering and Technology
IdentifiersURN: urn:nbn:se:liu:diva-77188DOI: 10.1155/2012/989873OAI: oai:DiVA.org:liu-77188DiVA: diva2:525417