窦健,刘宣,卢继哲,吴迪,王学伟.基于用电信息采集大数据的防窃电方法研究[J].电测与仪表,2018,55(21):43-49. Dou Jian,Liu Xuan,Lu Jizhe,Wu Di,Wang Xuewei.Research on Electricity Anti-Stealing Method Based on Power Consumption Information Acquisition and Big Data[J].Electrical Measurement & Instrumentation,2018,55(21):43-49.
基于用电信息采集大数据的防窃电方法研究
Research on Electricity Anti-Stealing Method Based on Power Consumption Information Acquisition and Big Data
Firstly, the common electricity-stealing methods and its characteristics were introduced and the characteristic parameters related to electricity-stealing were researched. Secondly, the relationship among the various data, the abnormal events from electric power information acquisition system and the behavior of electricity-stealing was established. Thirdly, an Electricity Anti-Stealing structure model based on electric-power information acquisition and big data was designed, including data preprocessing, power use anomaly detection model and electricity-stealing suspected prediction model. Finally, the validity of the structured Electricity Anti-Stealing model was proved by the validation of the experimental data. This paper provides an effective method to solve the problem of electricity-stealing monitoring under big data conditions.
