Chen, Wei; Ding, Steven X.; Haghani Abandan Sari, Adel; Naik, Amol; Khan, Abdul Qayyum; Yin, Shen:
Observer-based FDI Schemes for Wind Turbine Benchmark
In: 18th IFAC World Congress : (28 August – 2 September 2011) - Milano, Italy, 2011, S. 7073 - 7078
2011Buchaufsatz/Kapitel in Sammelwerk
TechnikFakultät für Ingenieurwissenschaften » Elektrotechnik und Informationstechnik » Automatisierungstechnik und komplexe Systeme
Titel:
Observer-based FDI Schemes for Wind Turbine Benchmark
Autor*in:
Chen, WeiUDE
LSF ID
49773
Sonstiges
der Hochschule zugeordnete*r Autor*in
;Ding, Steven X.UDE
GND
134302427
LSF ID
2347
ORCID
0000-0002-5149-5918ORCID iD
Sonstiges
der Hochschule zugeordnete*r Autor*in
;Haghani Abandan Sari, Adel;Naik, Amol;Khan, Abdul Qayyum;Yin, Shen
DOI
10.3182/20110828-6-IT-1002.03469
Erschienen in
18th IFAC World Congress : (28 August – 2 September 2011)
Erscheinungsort:
Milano, Italy
Erscheinungsjahr:
2011
in:
S. 7073 - 7078

Abstract:

In this paper, observer-based FDI schemes for wind turbines are proposed. This study is based on the benchmark model presented in Odgaard et al. [2009a]. For residual generation, Kalman filter and diagnostic observer based approaches are employed, and for residual evaluation, generalized likelihood ratio test and cumulative variance index are chosen. The fault isolation issue is solved with the help of dual sensor redundancy. Finally, the performance of the proposed FDI schemes is systematically evaluated by Monte Carlo studies.