A dynamic-entropy algorithm for fault isolation

Wang Dong, Chen Shengjian, Zhang Yan, Chen Jian
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Abstract

Based on hierarchical-detection model, combined with the existing fault isolation strategies and the entropy theory, the essential of fault isolation process is expounded in this paper. It is concluded that the diagnostic strategies optimizing process is a dynamic test choice process, in order to get optimized fault isolation strategies, dynamic system entropy reduction should be considered, which is consists of failure candidates components variation and test selection. Then, based on this, a dynamic-entropy algorithm for the fault isolation is proposed. By the examination and analysis, the method is simple and could perform effective and fast fault isolation.
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故障隔离的动态熵算法
基于层次检测模型,结合现有的故障隔离策略和熵理论,阐述了故障隔离过程的本质。结果表明,诊断策略的优化过程是一个动态的试验选择过程,为了得到优化的故障隔离策略,需要考虑故障候选部件变化和试验选择的动态系统熵降。在此基础上,提出了一种基于动态熵的故障隔离算法。经检验和分析,该方法操作简单,能实现有效、快速的故障隔离。
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