| 神经网络在故障诊断中的应用 |
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| 引用本文： | 张建华,张俊华.神经网络在故障诊断中的应用[J].电力学报,1998,13(3):162-167. |
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| 作者姓名： | 张建华 张俊华 |
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| 作者单位： | [1]华北电力大学 [2]上海理工大学 |
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| 基金项目： | 华北电力大学博士启动基金 |
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| 摘 要： | 从神经网络充当广义模式匹配器进行故障诊断以及神经网络与基于模型故障诊断的融和两方面介绍了神经网络在故障诊断中的研究及应用现状。此外，还介绍了神经网络与模糊技术相结合以及神经网络与专家系统相结合而成的智能故障诊断系统。最后，探讨了神经网络故障诊断的新近发展趋势。
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| 关 键 词： | 神经网络 故障诊断 专家系统 |
Neural Networks and Application in Fault Diagnosis |
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| Zhang Jianhua, Zhang Junhua, Huo Guolian.Neural Networks and Application in Fault Diagnosis[J].Journal of Electric Power,1998,13(3):162-167. |
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| Authors: | Zhang Jianhua Zhang Junhua Huo Guolian |
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| Affiliation: | North China Institute Power and Shanghi University of Technology |
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| Abstract: | The study application concerning to fault diagnosis based on neural networks is outlined.Neural networks can he served as general pattern classificator and model identifier in the fault diagnosis processes. In addition, the intelligent fault diagnostic systems in which neural networks is comined with fuzzy logic or expert system are also introduced. Finally, the developing trend of neural networks fault diagnostic system is discussed. |
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| Keywords: | neural networks fault diagnosis expert systems |
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