Automated design of an FDI system for the wind turbine benchmark
type: Item
instance of: scholarly article
title: Automated design of an FDI system for the wind turbine benchmark
zbMATH Open document ID: 1235.93176
DOI: 10.1155/2012/989873
author: Carl Svärd
author: Mattias Nyberg
published in: Journal of Control Science and Engineering
publication date: 2012-03-09T00:00:00Z
review text: Summary: 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.
Mathematics Subject Classification ID: 93C95
Mathematics Subject Classification ID: 93B40
Mathematics Subject Classification ID: 93B35
zbMATH DE Number: 6013386
zbMATH Keywords: wind turbine benchmark
zbMATH Keywords: residual generators
zbMATH Keywords: fault detection and isolation (FDI) system
Wikidata QID: Q58908062
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1155/2012/989873
OpenAlex ID: W2144987967
cites work: Diagnosis and Fault-Tolerant Control
cites work: Q3128877
cites work: Q4198056
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description: scientific article; zbMATH DE number 6013386