| 采煤机模糊神经网络故障诊断专家系统仿真 |
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| 引用本文： | 刘绪金,李建平,杜长龙,胡正伟.采煤机模糊神经网络故障诊断专家系统仿真[J].煤矿机械,2011,32(4):242-244. |
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| 作者姓名： | 刘绪金 李建平 杜长龙 胡正伟 |
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| 作者单位： | 中国矿业大学,机电工程学院,江苏,徐州,221116 |
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| 摘 要： | 为克服传统专家系统的局限性,提高采煤机故障诊断的智能化水平,设计了一种基于模糊神经网络的采煤机故障诊断专家系统,并在MATLAB中进行了仿真,该系统较好地解决了传统专家系统存在的问题,提高系统的诊断容错能力和准确率。
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| 关 键 词： | 采煤机 故障诊断 模糊神经网络 专家系统 |
Coal-mining Machine Fault Diagnosis Expert System Simulation Based on Fuzzy Neural Network |
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| LIU Xu-jin,LI Jian-ping,DU Chang-long,HU Zheng-wei.Coal-mining Machine Fault Diagnosis Expert System Simulation Based on Fuzzy Neural Network[J].Coal Mine Machinery,2011,32(4):242-244. |
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| Authors: | LIU Xu-jin LI Jian-ping DU Chang-long HU Zheng-wei |
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| Affiliation: | LIU Xu-jin,LI Jian-ping,DU Chang-long,HU Zheng-wei(School of Mechanical and Electrical Engineering,China University of Mining and Technology,Xuzhou 221116,China) |
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| Abstract: | Targeted at the limitation of traditional expert system and improving the intelligentizing level of coal-mining machine fault diagnosis,the design of a type of fault diagnosis system for coal-mining machine based on fuzzy neural network is introduced,the simulation of the system was carried out in MATLAB.The system offers a better solution to the conventional expert system and enables a greater improvement in the fault-tolerant ability and veracity of fault diagnosis. |
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| Keywords: | coal-mining machine fault diagnosis fuzzy neural network expert system |
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