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The Performance of Observer-based Residuals for Detecting Intermittent Faults: The Limitations

机译:基于观察者的残差检测间歇性故障的性能:局限性

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In this paper a broad nonlinear system is considered. Attention is focused upon both performance of a high-gain observer-based residual and the investigation of residual effectiveness for detecting faults in actuators/components. Residual performances for different fault positions and various system complexities are compared. Both qualitative and quantitative evidence for selected fault positions indicated the performance and the effectiveness of the residuals decrease by ascending the system complexity. The poor performance of residuals in the more complex system may causeNo Fault Found (NFF). The methods may be extended to the more general class of nonlinear systems and different observers. Efficiency of the proposed approach is demonstrated through the intermittent failure case in a vehicle suspension system.
机译:本文考虑了广义的非线性系统。注意既集中在基于高增益观察者的残差的性能上,又集中在对用于检测执行器/组件故障的残差有效性的研究上。比较了不同故障位置和各种系统复杂性的剩余性能。选定故障位置的定性和定量证据均表明,残差的性能和有效性会随着系统复杂度的提高而降低。在更复杂的系统中,残留物的不良性能可能会导致未发现故障(NFF)。该方法可以扩展到非线性系统和不同观察者的更一般的类别。通过车辆悬架系统中的间歇性故障案例证明了所提出方法的效率。

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