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A set-valued approach to FDI and FTC of wind turbines
Casau P.1; Rosa P.2; Tabatabaeipour S.M.3; Silvestre C.1,4; Stoustrup J.5
2015
Source PublicationIEEE Transactions on Control Systems Technology
ISSN10636536
Volume23Issue:1Pages:245-263
Abstract

A complete methodology to design robust fault detection and isolation (FDI) filters and fault-tolerant control (FTC) schemes for linear parameter varying systems is proposed, with particular focus on its applicability to wind turbines. This paper takes advantage of the recent advances in model falsification using set-valued observers (SVOs) that led to the development of FDI methods for uncertain linear time-varying systems, with promising results in terms of the time required to diagnose faults. An integration of such SVO-based FDI methods with robust control synthesis is described, to deploy new FTC algorithms that are able to stabilize the plant under faulty environments. The FDI and FTC algorithms are assessed by resorting to a publicly available wind turbine benchmark model, using Monte Carlo simulation runs.

KeywordFault Detection Fault Diagnosis Fault Tolerant Systems Wind Energy.
DOI10.1109/TCST.2014.2322777
URLView the original
Indexed BySCI
Language英语
WOS Research AreaAutomation & Control Systems ; Engineering
WOS SubjectAutomation & Control Systems ; Engineering, Electrical & Electronic
WOS IDWOS:000346794600021
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Citation statistics
Cited Times [WOS]:22   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionDEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
Affiliation1.Inst Super Tecn, Inst Syst & Robot, P-1049001 Lisbon, Portugal
2.Deimos Engn, P-1998023 Lisbon, Portugal
3.Tech Univ Denmark, Dept Elect Engn, Automat & Control Grp, DK-2800 Lyngby, Denmark
4.Univ Macau, Fac Sci & Technol, Dept Elect & Comp Engn, Taipa, Macau, Peoples R China
5.Aalborg Univ, DK-9220 Aalborg, Denmark
Recommended Citation
GB/T 7714
Casau P.,Rosa P.,Tabatabaeipour S.M.,et al. A set-valued approach to FDI and FTC of wind turbines[J]. IEEE Transactions on Control Systems Technology,2015,23(1):245-263.
APA Casau P.,Rosa P.,Tabatabaeipour S.M.,Silvestre C.,&Stoustrup J..(2015).A set-valued approach to FDI and FTC of wind turbines.IEEE Transactions on Control Systems Technology,23(1),245-263.
MLA Casau P.,et al."A set-valued approach to FDI and FTC of wind turbines".IEEE Transactions on Control Systems Technology 23.1(2015):245-263.
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