An Approach for Online Smart Meter Error Estimation

被引：8
|
作者：
Liu, Fangxing [1 ,2 ]
Liang, Chengbin [2 ,3 ]
He, Qing [1 ,2 ]
Wang, Lei [2 ]
Huang, Cheng [4 ]
Hu, Shiyan [2 ]
机构：
[1] Harbin Inst Technol, Harbin, Peoples R China
[2] Natl Inst Metrol, Beijing, Peoples R China
[3] Hunan Univ, Changsha 410082, Hunan, Peoples R China
[4] Beijing DianLianYu Technol Co Ltd, Beijing, Peoples R China
来源：
2020 CONFERENCE ON PRECISION ELECTROMAGNETIC MEASUREMENTS (CPEM) | 2020年
基金：
国家重点研发计划;
关键词：
Smart meter; meter error estimation; meter data analytic; orthogonal matching pursuit;
D O I：
10.1109/cpem49742.2020.9191736
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper describes an online smart meter calculating method by analysis the smart meter consumption data. In this model, orthogonal matching pursuit algorithm and decision tree are applied to detect abnormal data and cluster data. Then a submeter matrix is constructed to compute meter error. The experiment shows the validity and effectiveness of this meter error estimation method.
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收藏
页数：2
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