| 故障诊断中模糊神经网络的应用研究 |
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| 引用本文： | 王正武,张瑞平. 故障诊断中模糊神经网络的应用研究[J]. 数学的实践与认识, 2004, 34(12): 8-12 |
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| 作者姓名： | 王正武 张瑞平 |
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| 作者单位： | 1. 解放军空军第一航空学院数学教研室,河南,信阳,464000
2. 解放军空军第一航空学院院务部,河南,信阳,464000 |
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| 摘 要： | 文章给出了利用模糊神经网络诊断故障的数学模型、基本原理、方法、步骤 ,和模糊网络的学习流程 ,并利用梯度法推导出两种诊断算法 ;在对某发动机滑油典型故障样本的仿真过程中 ,结果完全正确 ,对非样本故障的仿真 ,准确率达 90 % .
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| 关 键 词： | 故障诊断 神经网络 模糊算法 模糊神经网络 |
| 修稿时间： | 2003-11-19 |
The Research about the Application to the Fault Diagnosis with the Fuzzy Neural Network |
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| WANG Zhengwu,ZHANG Ruiping. The Research about the Application to the Fault Diagnosis with the Fuzzy Neural Network[J]. Mathematics in Practice and Theory, 2004, 34(12): 8-12 |
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| Authors: | WANG Zhengwu ZHANG Ruiping |
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| Affiliation: | WANG Zhengwu1,ZHANG Ruiping2 |
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| Abstract: | The paper gives the mathematic model, basic principle, method, procedure, and the study flow for fault diagnosis with the fuzzy neural network, it offers two fuzzy diagnosis algorithm with the gradient method. The Engine Lubricating Oil fault diagnosis to the typical samples are simulated, the results are completely correct, to the nontypical samples the veracity reaches 90%. |
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| Keywords: | fault diagnosis neural network fuzzy algorithm fuzzy neural network |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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