Fault Detection under Fuzzy Model Uncertainty

Marek Kowal Józef Korbicz

Marek Kowal, Józef Korbicz. Fault Detection under Fuzzy Model Uncertainty[J]. 国际自动化与计算杂志(英)/International Journal of Automation and Computing, 2007, 4(2): 117-124. doi: 10.1007/s11633-007-0117-1
引用本文: Marek Kowal, Józef Korbicz. Fault Detection under Fuzzy Model Uncertainty[J]. 国际自动化与计算杂志(英)/International Journal of Automation and Computing, 2007, 4(2): 117-124. doi: 10.1007/s11633-007-0117-1
Marek Kowal and Józef Korbicz. Fault Detection under Fuzzy Model Uncertainty. International Journal of Automation and Computing, vol. 4, no. 2, pp. 117-124, 2007 doi:  10.1007/s11633-007-0117-1
Citation: Marek Kowal and Józef Korbicz. Fault Detection under Fuzzy Model Uncertainty. International Journal of Automation and Computing, vol. 4, no. 2, pp. 117-124, 2007 doi:  10.1007/s11633-007-0117-1

Fault Detection under Fuzzy Model Uncertainty

doi: 10.1007/s11633-007-0117-1

Fault Detection under Fuzzy Model Uncertainty

计量
  • 文章访问数:  4063
  • HTML全文浏览量:  34
  • PDF下载量:  2276
  • 被引次数: 0
出版历程
  • 收稿日期:  2006-01-02
  • 修回日期:  2006-12-12
  • 刊出日期:  2007-04-15

Fault Detection under Fuzzy Model Uncertainty

doi: 10.1007/s11633-007-0117-1

摘要: The paper tackles the problem of robust fault detection using Takagi-Sugeno fuzzy models. A model-based strategy is employed to generate residuals in order to make a decision about the state of the process. Unfortunately, such a method is corrupted by model uncertainty due to the fact that in real applications there exists a model-reality mismatch. In order to ensure reliable fault detection the adaptive threshold technique is used to deal with the mentioned problem. The paper focuses also on fuzzy model design procedure. The bounded-error approach is applied to generating the rules for the model using available measurements. The proposed approach is applied to fault detection in the DC laboratory engine.

English Abstract

Marek Kowal, Józef Korbicz. Fault Detection under Fuzzy Model Uncertainty[J]. 国际自动化与计算杂志(英)/International Journal of Automation and Computing, 2007, 4(2): 117-124. doi: 10.1007/s11633-007-0117-1
引用本文: Marek Kowal, Józef Korbicz. Fault Detection under Fuzzy Model Uncertainty[J]. 国际自动化与计算杂志(英)/International Journal of Automation and Computing, 2007, 4(2): 117-124. doi: 10.1007/s11633-007-0117-1
Marek Kowal and Józef Korbicz. Fault Detection under Fuzzy Model Uncertainty. International Journal of Automation and Computing, vol. 4, no. 2, pp. 117-124, 2007 doi:  10.1007/s11633-007-0117-1
Citation: Marek Kowal and Józef Korbicz. Fault Detection under Fuzzy Model Uncertainty. International Journal of Automation and Computing, vol. 4, no. 2, pp. 117-124, 2007 doi:  10.1007/s11633-007-0117-1
参考文献 (24)

目录

    /

    返回文章
    返回