基于BP神经网络的蓄电池车辆调速控制系统故障诊断研究

摘要

以蓄电池车辆调速控制系统为研究对象,提出一种基于故障表征的诊断模型,建立了BP神经网络模型,运用Matlab给出该网络的训练过程及结果,并提供基于所述方法的蓄电池车辆调速控制系统的故障诊断实例.%With the battery vehicle speed control system as the study object, the paper proposes a diagnosis model based on fault characteristics, establishes the BP neural network model, gives the training process and results of the network using Matlab, and as an example, provides fault diagnosis to a specific battery vehicle speed control system with the described method.