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Rules induction method for the diagnostics of analog systems

机译:用于模拟系统诊断的规则归纳方法

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The paper presents the rules induction algorithm designed to identify and locate faults in the analog systems. Compared to the most popular numerical methods, such as Artificial Neural Networks, this approach enables presenting knowledge behind the reasoning mechanism. This way it is possible to better understand relations between measured symptoms and particular faults. The method exploits the preliminaries of the AQ algorithm, which was proposed for the discrete data. The modification proposed in this paper covers the analysis of continuous features and adjusting the method to work in the uncertainty conditions. Evaluation of the approach, using DC motor driven servomechanism is performed.
机译:本文提出了规则感应算法,旨在识别和定位模拟系统中的故障。与最流行的数值方法(例如,人工神经网络)相比,此方法可以在推理机制后面呈现知识。这样可以更好地了解所测症状和特定故障之间的关系。该方法利用了针对离散数据提出的AQ算法的初步知识。本文提出的修改涵盖了连续特征的分析和调整方法以在不确定性条件下工作。使用直流电动机驱动的伺服机构对该方法进行了评估。

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