| 滚动轴承故障诊断的神经网络方法 |
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| 引用本文： | 桂普江,林建中. 滚动轴承故障诊断的神经网络方法[J]. 机械, 2004, 31(10): 58-60 |
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| 作者姓名： | 桂普江 林建中 |
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| 作者单位： | 上海理工大学,机械工程学院,上海,200093;上海理工大学,机械工程学院,上海,200093 |
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| 摘 要： | 总结分析了轴承的故障形式及原因，给出了振动频率，阐述了Bp网络的结构及算法，并对实例建立BP神经网络。
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| 关 键 词： | 故障诊断 神经网络 滚动轴承 |
| 文章编号： | 1006-0316(2004)10-0058-03 |
Fault diagnosis of rolling bearings based on artificial neural network |
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| GUI Pu-jiang,LIN Jian-zhong. Fault diagnosis of rolling bearings based on artificial neural network[J]. Machinery, 2004, 31(10): 58-60 |
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| Authors: | GUI Pu-jiang LIN Jian-zhong |
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| Abstract: | This paper summarizes and analyses the fault forms and reasons of rolling bearings, then presents the vibration frequencies. The structure and method of BP networks are given. And the BP network of the example is established in the article. |
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| Keywords: | fault diagnosis neural networks rolling bearings |
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