基于人工神经网络装载机系统工作状态智能监测与故障诊断

Research on Intelligent Monitors and Stoppage Diagnoses of the System of Loader When Working Based on the Artificial Neural Networks

该文通过对装载机工作原理与常见故障研究,利用人工神经网络理论,对设备振动信号进行采集、处理和提取特征参数,从而对装载机系统工作状态进行智能监测与故障诊断。

In this paper, we research intelligent monitors and stoppage diagneses of the mechanical system of loader when working by collecting and analyzing its signals and pick up its characteristic pararmeters using the theory of artificial neural networks.