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, pp. 7073 - 7078
2011book article/chapter in collection
TechnologyFaculty of Engineering » Engineering and Information Technology » Automatic Control and Complex Systems
Title:
Observer-based FDI Schemes for Wind Turbine Benchmark
Author:
Chen, WeiUDE
LSF ID
49773
Other
connected with university
;Ding, Steven X.UDE
GND
134302427
LSF ID
2347
ORCID
0000-0002-5149-5918ORCID iD
Other
connected with university
;Haghani Abandan Sari, Adel;Naik, Amol;Khan, Abdul Qayyum;Yin, Shen
DOI
10.3182/20110828-6-IT-1002.03469
Appears in
18th IFAC World Congress : (28 August – 2 September 2011)
Place of publication:
Milano, Italy
Year of publication:
2011
in:
pp. 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.