Low-complexity fault diagnosis under the multiple observation time testing approach

I. Pomeranz, S. Reddy
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Abstract

The advantages of the multiple observation time approach for fault diagnosis have been demonstrated before by a fault diagnosis procedure based on partial specification of initial states. It was also shown that it is possible to perform fault simulation under the multiple observation time approach at very low computational overhead compared to conventional simulation. In this work, we combine these procedures and propose a low-complexity fault diagnosis procedure under the multiple observation time approach. Several observations made in this work allow us to increase the effectiveness of the proposed diagnosis scheme in terms of the resolution it achieves and its complexity.
多观测时间测试下的低复杂度故障诊断方法
多观测时间方法在故障诊断中的优势已经通过一个基于初始状态部分规范的故障诊断过程得到了验证。研究还表明,与传统模拟相比,在低计算开销的情况下,采用多观测时间方法进行故障模拟是可能的。在这项工作中,我们将这些方法结合起来,提出了一种多观测时间方法下的低复杂度故障诊断方法。在这项工作中所做的一些观察使我们能够提高所提出的诊断方案的有效性,就其实现的分辨率和复杂性而言。
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