王庆宁.基于GA-BP神经网络的反窃电系统研究与应用[J].电测与仪表,2018,55(11):35-40. wangqingning.Research and Application of Electricity Anti-stealing System Based on BP Neural Network[J].Electrical Measurement & Instrumentation,2018,55(11):35-40.
基于GA-BP神经网络的反窃电系统研究与应用
Research and Application of Electricity Anti-stealing System Based on BP Neural Network
Nowadays, the backwardness of the power automation management in our country causes the loss of a lot of energy. In order to improve the situation, an anti-stealing mathematical model is introduced in this paper. Firstly, ten factors are selected to build the indictor evaluation system, data mining is used to process lots of the electricity data. Then, a mathematical model based on BP neural network is built for analyzing the customer consumption behavior. With the model, the suspicion coefficient of electricity stealing can be calculated, and the credit rating of power consumer is also classified. In this paper, some typical companies are selected to verify the electricity anti-stealing model, and come to a conclusion that it provides a feasible idea for the electricity stealing problem.