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基于BP神经网络的三相异步电动机故障诊断技术研究
Research of Techniques in Fault Diagnosis of Three-phase Asynchronous Motors Based on BP Neural Network
【摘要】 针对三相异步电动机的过载、堵转、断相、电压不平衡、接地、过压和欠压等外部故障,提出了一种基于BP神经网络的故障诊断方法,测试结果表明了该方法的有效性和正确性。
【Abstract】 Aim at the faults of three-phase asynchronous motors such as overload, locked rotor,broken phasing,unbalanced supply voltage,ground fault,over-voltage and under-voltage etc.,brings out one method of fault diagnosis based on BP neural network,and the test results point out its validity and correctness.
【关键词】 三相异步电动机;
故障诊断;
神经网络;
BP算法;
【Key words】 three-phase asynchronous motors; faults diagnosis; neural network; BP arithmetic;
【Key words】 three-phase asynchronous motors; faults diagnosis; neural network; BP arithmetic;
- 【文献出处】 煤矿机械 ,Coal Mine Machinery , 编辑部邮箱 ,2007年02期
- 【分类号】TM343
- 【被引频次】16
- 【下载频次】288