| 基于神经网络和专家系统的故障诊断 |
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| 引用本文： | 徐常胜,张耀清.基于神经网络和专家系统的故障诊断[J].控制与决策,1995,10(4):342-346,351. |
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| 作者姓名： | 徐常胜 张耀清 |
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| 作者单位： | 清华大学精密仪器系，中国矿业大学 |
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| 摘 要： | 分析了专家系统和神经网络在故障诊断中的应用，针对两种技术各自的优缺点，建立了一个基于神经网络和专家系统的采煤机集成故障诊断系统，介绍了系统的结构，诊断策略及神经网络的学习算法，并给出了仿真结果。
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| 关 键 词： | 故障诊断 神经网络 专家系统 |
Fault Diagnosis Based on Neural Network and Expert System |
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| Xu Changsheng, Zhou Zhaoying, Liu Sixing, Zhang Yaoqing.Fault Diagnosis Based on Neural Network and Expert System[J].Control and Decision,1995,10(4):342-346,351. |
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| Authors: | Xu Changsheng Zhou Zhaoying Liu Sixing Zhang Yaoqing |
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| Affiliation: | Xu Changsheng; Zhou Zhaoying; Liu Sixing; Zhang Yaoqing (Tsinghua University)(China University of Mining and Technology) |
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| Abstract: | This paper analyses the applications of expert system and neural network in fault diagnosis. In the view of advantages of each technique,an integrated fault diagnosis system for coal-cutter has been set up based on neural network and expert system. The system structure, the diagnostic strategy and the learning algorithm is presented and simulation results are also given. |
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| Keywords: | nerual network expert system fault diagnosis deep knowledge base |
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