自动化与仪表2024,Vol.39Issue(9) :84-88.DOI:10.19557/j.cnki.1001-9944.2024.09.019

数据驱动的电能计量装置电流积分法差错电量估算误差评估

Data Driven Electric Energy Metering Device Current Integration Method Error Evaluation of Electricity Quantity Estimation Error

楚成博 冯隆基 方磊 谢林红
自动化与仪表2024,Vol.39Issue(9) :84-88.DOI:10.19557/j.cnki.1001-9944.2024.09.019

数据驱动的电能计量装置电流积分法差错电量估算误差评估

Data Driven Electric Energy Metering Device Current Integration Method Error Evaluation of Electricity Quantity Estimation Error

楚成博 1冯隆基 1方磊 1谢林红1
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作者信息

  • 1. 国网江苏省电力有限公司南京供电分公司,南京 210000
  • 折叠

摘要

为了减少电能计量装置故障期间使用电流积分法计算差错电量的计量误差,该文引入配对t检验和Bootstrap抽样方法,科学计算差错电量校正系数.首先,基于配对t检验的方法,在小样本集的基础上,检验传统电流积分法计算得到的正常时间段预估用电量与实际用电量之间是否存在显著差异;然后,利用基于滚动Bootstrap抽样的方法得到大样本数据集,计算两者比值得到预估用电量的校正系数;最后,通过计算实验验证了上述流程.结果表明,小样本配对t检验能够减少差错电量计算工作量,大样本估算能够使校正系数的估算更具可靠性,减少估算误差.

Abstract

In order to reduce the measurement error of using current integration method to calculate erroneous elec-tricity during the fault period of electric energy metering devices,this article introduces paired t-test and Bootstrap sampling method to scientifically calculate the correction coefficient of erroneous electricity.Firstly,based on the paired t-test method,a small sample set is used to test whether there is a significant difference between the estimat-ed electricity consumption during the normal time period calculated by the traditional current integration method and the actual electricity consumption.Then,using the rolling Bootstrap sampling method,a large sample dataset is ob-tained,and the ratio of the two is calculated to obtain the correction coefficient for the estimated electricity con-sumption.Finally,the above process was validated through computational experiments.The results indicate that small sample paired t-test can reduce the workload of calculating erroneous electricity,while large sample estimation can make the estimation of correction coefficients more reliable and reduce estimation errors.

关键词

高压计量/电流积分法/Bootstrap/滚动抽样/误差校正

Key words

high pressure metering/current integration method/Bootstrap/rolling sampling/error correction

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基金项目

国网江苏省电力有限公司孵化项目(JF2023028)

出版年

2024
自动化与仪表
天津市工业自动化仪表研究所 天津市自动化学会

自动化与仪表

CSTPCD
影响因子:0.548
ISSN:1001-9944
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