A Model-free Approach to Fault Detection of Continuous-time Systems Based on Time Domain Data

Ping Zhang Steven X. Ding

Ping Zhang, Steven X. Ding. A Model-free Approach to Fault Detection of Continuous-time Systems Based on Time Domain Data[J]. 国际自动化与计算杂志(英)/International Journal of Automation and Computing, 2007, 4(2): 189-194. doi: 10.1007/s11633-007-0189-y
引用本文: Ping Zhang, Steven X. Ding. A Model-free Approach to Fault Detection of Continuous-time Systems Based on Time Domain Data[J]. 国际自动化与计算杂志(英)/International Journal of Automation and Computing, 2007, 4(2): 189-194. doi: 10.1007/s11633-007-0189-y
Ping Zhang and Steven X. Ding. A Model-free Approach to Fault Detection of Continuous-time Systems Based on Time Domain Data. International Journal of Automation and Computing, vol. 4, no. 2, pp. 189-194, 2007. doi: 10.1007/s11633-007-0189-y
Citation: Ping Zhang and Steven X. Ding. A Model-free Approach to Fault Detection of Continuous-time Systems Based on Time Domain Data. International Journal of Automation and Computing, vol. 4, no. 2, pp. 189-194, 2007. doi: 10.1007/s11633-007-0189-y

A Model-free Approach to Fault Detection of Continuous-time Systems Based on Time Domain Data

doi: 10.1007/s11633-007-0189-y
基金项目: 

This work was supported was supported in part by the European Union under grant NeCST.

A Model-free Approach to Fault Detection of Continuous-time Systems Based on Time Domain Data

Funds: 

This work was supported was supported in part by the European Union under grant NeCST.

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出版历程
  • 收稿日期:  2006-01-19
  • 修回日期:  2006-12-28
  • 刊出日期:  2007-04-15

A Model-free Approach to Fault Detection of Continuous-time Systems Based on Time Domain Data

doi: 10.1007/s11633-007-0189-y
    基金项目:

    This work was supported was supported in part by the European Union under grant NeCST.

摘要: In this paper, a model-free approach is presented to design an observer-based fault detection system of linear continuoustime systems based on input and output data in the time domain. The core of the approach is to directly identify parameters of the observer-based residual generator based on a numerically reliable data equation obtained by filtering and sampling the input and output signals.

English Abstract

Ping Zhang, Steven X. Ding. A Model-free Approach to Fault Detection of Continuous-time Systems Based on Time Domain Data[J]. 国际自动化与计算杂志(英)/International Journal of Automation and Computing, 2007, 4(2): 189-194. doi: 10.1007/s11633-007-0189-y
引用本文: Ping Zhang, Steven X. Ding. A Model-free Approach to Fault Detection of Continuous-time Systems Based on Time Domain Data[J]. 国际自动化与计算杂志(英)/International Journal of Automation and Computing, 2007, 4(2): 189-194. doi: 10.1007/s11633-007-0189-y
Ping Zhang and Steven X. Ding. A Model-free Approach to Fault Detection of Continuous-time Systems Based on Time Domain Data. International Journal of Automation and Computing, vol. 4, no. 2, pp. 189-194, 2007. doi: 10.1007/s11633-007-0189-y
Citation: Ping Zhang and Steven X. Ding. A Model-free Approach to Fault Detection of Continuous-time Systems Based on Time Domain Data. International Journal of Automation and Computing, vol. 4, no. 2, pp. 189-194, 2007. doi: 10.1007/s11633-007-0189-y
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