考虑减少诊断信息,提高缺陷诊断的准确性

I. Pomeranz
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引用次数: 4

摘要

前面指出,如果缺陷诊断程序不考虑某些测试,则缺陷诊断的准确性可能会提高。本文观察到,支持去除测试的效应,也支持在缺陷诊断过程中从考虑中去除可观察输出。具体来说,测试可能会创建一个缺陷诊断过程无法正确解释的输出响应。这可能会对某些可观察的输出产生比其他输出更强烈的影响。因此,从考虑中去除可观察输出可以提高诊断的准确性。本文描述了一种广义的增强缺陷诊断程序,该程序将测试和可观察输出从考虑中去除。给出了实验结果来证明去除可观察输出对诊断准确性的影响。
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Improving the accuracy of defect diagnosis by considering reduced diagnostic information
It was noted earlier that the accuracy of defect diagnosis may be improved if certain tests are removed from consideration by the defect diagnosis procedure. This paper observes that the effects, which support the removal of tests, also support the removal of observable outputs from consideration during defect diagnosis. Specifically, a test may create an output response that a defect diagnosis procedure will not be able to interpret correctly. This may affect some observable outputs more strongly than others. Therefore, the removal of observable outputs from consideration can improve the accuracy of diagnosis. This paper describes a generalized augmented defect diagnosis procedure that removes tests and observable outputs from consideration. It presents experimental results to demonstrate the effects of removing observable outputs on the accuracy of diagnosis.
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