基于BP神经网络的故障诊断

THE FAULT DIAGNOSIS BASED ON BP NEURAL NETWORK

本文论述了BP神经网络的结构和学习算法以及应用到故障诊断中的原理和过程。详细地分析了拖拉机变速箱的工作原理,并讨论了利用BP神经网络的优点,应用到该工程的故障诊断中。通过试验证明,基于神经网络的故障诊断已经逐步走向成熟。

This article discuss the structure and learning arithmetic of BP neural network as well as the principle and process of the application to fault diagnosis.The operational principle of tractor gear--box is analysised. BP neural network are applicated to the fault diagnosis of this Engineering utilizing the merit of BP neural network. This test showed that the fault diagnosis based on neural network comes to become mature.