Fire Pump Defect Classification Using Cross-Channel Coherence

机译：消防泵缺陷分类使用交叉通道连贯

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Wide-band, wide-bin cross-channel coherence is used for fault classification on the Fire Pump Dataset. Our findings show good pumps are associated with wide swathes of cross-channel coherence. Conversely, almost all faults degrade the coherence. Classification using a 10-neuron multi-layer perceptron on standard baseline and holdout experiments quantify these observations.

机译：宽带，宽箱交叉通道相干性用于消防泵数据集上的故障分类。我们的研究结果显示了良好的泵与宽跨通道连贯相关联。相反，几乎所有的故障都会降低一致性。在标准基线上使用10-neuron多层Perceptron进行分类，并且熔断实验量化了这些观察。

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《International Congress on Recent Developments in Air- and Structure-Borne Sound and Vibration》|1994年||共8页
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Robert R. Kolesar; Keith G. Church; Jeffery C. Allen; Manuel R. Solorzano;
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中图分类 TB53-53;
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Fire Pump Defect Classification Using Cross-Channel Coherence

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