Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
第30回ISCIE「確率システム理論と応用」国際シンポジウム(1998年11月, 京都)
A Method for Threshold Setting in KDI-based Robust Fault Detection of Nonlinear Systems
Kousuke KumamaruKatsuhiro InoueSeiji Furukawa
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ジャーナル フリー

1999 年 1999 巻 p. 19-24

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We have proposed a robust fault detection approach for nonlinear systems. In the method, Kullback Discrimination Information(KDI) is introduced as a fault detection index to discriminate model distortion due to a fault. Then fault detection is executed based on threshold approach. However it has been difficult how to determine appropriate threshold value η from a statistical view point. Therefore we adopt a method for setting η based on the distribution of the KDI learned by using a potential function approach. Through a numerical example, we verify the effectiveness of the method.
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© 1999 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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