BP神经网络在民航发动机实时监控技术中的应用研究

Application Research of the BP Neural Networks in Civil Aviation Engine Real-time Monitoring

通过对民航发动机实时监控技术中,传统门限值方法和BP神经网络方法优缺点的比较,提出运用BP神经网络进行民航发动机的实时监控;然后对将BP神经网络方法运用到民航发动机实时监控中的步骤进行了一一说明;并最终简要地进行了过程模拟;最后结果显示,BP神经网络能有效地进行民航发动机的实时监控。

With the comparison of the traditional threshold method and the BP neural networks method, the BP neural networks method is demonstrated to be used in the civil aviation engine real-time monitoring technology. Then the steps of BP neural networks method are explained in detail;Finally,the process is simulated briefly;and the resuhs show that the BP neural works are effective.