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介绍了基于动量因子技术的改进BP网络训练算法,并将其应用于飞机电气设备故障诊断。以飞机交流异步电动机为例,建立了故障诊断模型,仿真结果表明该算法的应用具有可行性,有较强的推广前景。
The improved BP network training algorithm based on momentum factor is introduced and applied to the fault diagnosis of aircraft electrical equipment. Taking the AC induction motor of an airplane as an example, a fault diagnosis model is established. The simulation results show that the algorithm is feasible and has a good promotion prospect.