期刊
JOURNAL OF CONTROL SCIENCE AND ENGINEERING
卷 2017, 期 -, 页码 -出版社
HINDAWI LTD
DOI: 10.1155/2017/7849841
关键词
-
资金
- National Natural Science Foundation of China [61473163, 61522309, 61490701]
- Tsinghua University Initiative Scientific Research Program
This paper is concerned with the intermittent fault detection problem for a class of discrete-time linear systems with output dead-zone. Dead-zone phenomenon exists in many real practical systems due to the employment of low-cost commercial off-the-shelf sensors. Two Bernoulli random variables are utilized to model the dead-zone effect and a variant formation of Tobit Kalman filter is brought forward to generate a residual that can indicate the occurrence of an intermittent fault. A numerical example is presented to demonstrate the effectiveness and applicability of the proposed technique. The statistical performance of the technique is illustrated as well.
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