A Data-Based Approach for Smart Meter Online Calibration

Author:

Liu Fangxing,Liang Chengbin,He Qing

Abstract

Smart meter has been considered as the key element in the smart grid and current smart meter verification method failed to coverage all deployed meters. Online calibration for is a novel approach which calculate meter error by analysing meter reading data. This paper presents a comprehensive survey and basic model of smart meter online calibration and proposed a recursive algorithm to estimate meter error. Concrete steps have been illustrated and testing case shows the higher accuracy of the method.  Finally, some issues of online calibration in application were discussed.

Publisher

IMEKO International Measurement Confederation

Subject

Electrical and Electronic Engineering,Mechanical Engineering,Instrumentation

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Research on Abnormity Detection based on Big Data Analysis of Smart Meter;WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS;2024-07-17

2. Evaluation of Remote Error Estimation Algorithms for Electricity Meters;2024 Conference on Precision Electromagnetic Measurements (CPEM);2024-07-08

3. Online verification and management scheme of gateway meter flow in the power system by machine learning;PeerJ Computer Science;2023-10-23

4. Error Modeling and Anomaly Detection of Smart Electricity Meter Using TSVD+L Method;IEEE Transactions on Instrumentation and Measurement;2022

5. Evaluation Model of Operation State Based on Deep Learning for Smart Meter;Energies;2021-08-01

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