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

Fault diagnosis to speed control system of battery vehicles based on BP neural network

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.