引用本文: | 方 敏,陈雁翔.基于模糊神经网络的机械故障诊断方法的研究[J].控制理论与应用,1998,15(3):460~465.[点击复制] |
FANG Min and CHEN Yanxiang.A Mechanical Fault Diagnostic Method Based onFuzzy Neural Networks[J].Control Theory and Technology,1998,15(3):460~465.[点击复制] |
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基于模糊神经网络的机械故障诊断方法的研究 |
A Mechanical Fault Diagnostic Method Based onFuzzy Neural Networks |
摘要点击 1044 全文点击 619 投稿时间:1996-09-24 修订日期:1997-05-26 |
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DOI编号 |
1998,15(3):460-465 |
中文关键词 故障诊断 模糊神经网络 |
英文关键词 fault diagnosis fuzzy neural networks |
基金项目 |
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中文摘要 |
本文针对机械传动系统典型零部件的故障,应用振动谱分析方法,给出了故障诊断的模
糊规则,并采用模糊神经网络实现诊断推理. 文中举例说明了该诊断方法. |
英文摘要 |
In this paper a fault diagnostic method based on fuzzy neural networks is proposed for the me-chanical system. The fuzzy rules are summarized in terms of the spectrum analysis of the vibration signals. The fuzzy neural networks are designed to implement the fuzzy reasoning. An example is taken to explain the diagnostic method. |