Estimation of Smart Meters Errors Using Meter Reading Data

摘要

This paper describes a method of online smart meter error calibration using meter reading data. An approach of data analysis using sum meter reading and branch meter reading in tree topology grid is studied. An algorithm based on the combination of K-means clustering and regularization theory is proposed to evaluate the smart meter error. The results of simulations based on real energy consumption data indicate the performance of the method.