BP神经网络在齿轮箱故障诊断中的应用我要分享

The BP neural network in the application of the gearbox fault diagnosis

BP神经网络 BP 神经网络 齿轮箱故障

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中文说明:

BP神经网络在齿轮箱故障诊断中的应用:介绍了BP网络的原理、算法,并用BP网络对采煤机截割部齿轮箱机械传动系统的故障进行了趋势预测。经过地面模拟加载实验及井下验证,证明用人工神经网络可较好地预报机器故障,变被动维修为视情维修,可节省大量的设备维修费用,为合理安排生产计划及设备检修提供了可靠的依据。


English Description:

BP neural network in the application of gearbox fault diagnosis, this paper introduces the principle and algorithm of BP network, and using BP network gear box of coal winning machine cutting part fault trend prediction for mechanical transmission system.After load simulation experiment on the ground and underground validation, proved by artificial neural network can better forecast malfunction, change passive maintenance for as, maintenance, a large number of equipment maintenance cost can be saved for the reasonable arrangement of production plan and equipment maintenance provides the reliable basis.


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BP神经网络在齿轮箱故障诊断中的应用.pdf