郑安刚,张密,曲明钰,赵兵,陈昊,熊秋.基于贝叶斯网络的智能电表故障类型预测[J].电测与仪表,2018,55(21):143-147. zheng angang,ZHANG Mi,qu mingyu,zhao bing,chen hao,xiong qiu.The prediction of the fault type of smart meters based on the Bayesian Network[J].Electrical Measurement & Instrumentation,2018,55(21):143-147.
基于贝叶斯网络的智能电表故障类型预测
The prediction of the fault type of smart meters based on the Bayesian Network
For the failure of smart meter due to various external factors,this paper presents a classification and prediction model of smart meter fault type based on Bayesian networks. First of all, we analyzed the various factors that caused the failure of smart meter,and then training model with a large number of historical failure data, combined with expert advice, the Bayesian network structure is constructed based on scoring, The fault type prediction and decision analysis are carried out, and theSperformance ofStheSproposedSmethodisSverifiedS. The results show that this method can effectively predict the fault type of smart meter, and has high computational efficiency and good applicability.
