赵建军,张月阳,梁威.Elman神经网络在高压电力计量系统故障诊断中的应用[J].电测与仪表,2014,51(13):. ZHAO Jian-jun,ZHANG Yue-yang,LIANG Wei.Application of Elman Neural Network in the Fault Diagnosis of High Voltage Electric Power Metering System[J].Electrical Measurement & Instrumentation,2014,51(13):.
Elman神经网络在高压电力计量系统故障诊断中的应用
Application of Elman Neural Network in the Fault Diagnosis of High Voltage Electric Power Metering System
With the advantage of strong self-adaptation, Elman neural network is applied to the fault diagnosis of high voltage electric power metering system.Firstly we extract information of the 8 operation parameters of metering system as input values of the neural network, and use 4-bit binary number to represent the normal circumstance and 9 main types of failures, then we collect samples to train Elman network and select 4 types of failures to test the network, The results show that the Elman network model can effectively diagnose the fault of high voltage electric power metering system.
