Research on Fault Diagnosis Mechanism of Production Line Equipment Based on Semantic

Daoqu Geng, Xinshuai Fu
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引用次数: 2

Abstract

At present, the fault diagnosis information of production line equipment has information dispersion, which is difficult to share and reuse. This paper proposes a diagnostic management system based on semantic knowledge, which diagnoses faults through ontology and rules. At the same time, the description of the uncertainty information in the fault diagnosis process is described. Introduce the fuzzy theory based on the analysis of ontology in the field of fault diagnosis. Experimental results prove that the method has a good fault diagnosis effect.
基于语义的生产线设备故障诊断机制研究
目前,生产线设备的故障诊断信息存在信息分散的问题,难以实现共享和重用。提出了一种基于语义知识的故障诊断管理系统,通过本体和规则对故障进行诊断。同时,对故障诊断过程中的不确定性信息进行了描述。在本体分析的基础上,将模糊理论引入故障诊断领域。实验结果表明,该方法具有良好的故障诊断效果。
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