首页> 外文会议>Industrial Technology, 1996. (ICIT '96), Proceedings of The IEEE International Conference on >A research on fault diagnostic expert system based on fuzzy Petrinets for FMS machining cell
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A research on fault diagnostic expert system based on fuzzy Petrinets for FMS machining cell

机译:基于模糊Petri网的故障诊断专家系统研究FMS加工单元网

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In view of the fuzziness and the uncertainty of expert knowledgein fault diagnosis expert system for the flexible manufacturing cell(FMC), this paper presents fuzzy production rule (FPR) knowledgerepresentation and storage using fuzzy Petri nets (FPN) model, and theirreasoning mechanism and algorithm implementation. Based on these, takingthe FFS-1500-2 FMC as an object, by acquiring the PLC data online,analyzing the logic relations of each signal of PLC ladder-shaped graphand the hardware of FMC in detail, and especially combining theinformation of a multisensor condition monitoring and synthetic decisionsystem, expert and user experience knowledge, a fault diagnostic expertsystem has been built up. A detailed reasoning illustration about thespindle servo fault is presented that has proved the feasibility and thevalidity of the FPN diagnosis system
机译:鉴于专家知识的模糊性和不确定性 在柔性制造单元的故障诊断专家系统中 (FMC),本文介绍了模糊生产规则(FPR)知识 模糊Petri网(FPN)模型的表示和存储,以及它们的 推理机制和算法实现。基于这些, 通过在线获取PLC数据,将FFS-1500-2 FMC作为对象, 分析PLC梯形图各信号的逻辑关系 以及FMC的硬件,尤其是将 多传感器状态监测信息和综合决策 系统,专家和用户体验知识,故障诊断专家 系统已建立。有关的详细推理说明 提出了主轴伺服故障,证明了可行性和可行性。 FPN诊断系统的有效性

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