Development of a Smart Meter with Non-intrusive Load Monitoring Function

Hanmiao Cheng, Zengkai Ouyang, Zecheng Ding, Kaijie Fang, Yixuan Huang, Wei Tang
{"title":"Development of a Smart Meter with Non-intrusive Load Monitoring Function","authors":"Hanmiao Cheng, Zengkai Ouyang, Zecheng Ding, Kaijie Fang, Yixuan Huang, Wei Tang","doi":"10.1109/CEEPE55110.2022.9783385","DOIUrl":null,"url":null,"abstract":"Currently, demand of precise and refined energy consumption service for residents is growing constantly. Aiming at this situation, according to the principles of International Recommendation 46, an electricity meter for non-intrusive load monitoring based on multicore modularity is designed to improve the level of detailed electrical data analysis. With general function module, metering module and load analysis module embedded separately, intelligent identification for type, turn-on/off time and electricity consumption of household appliances is achieved in triple cores management mode by load data sampling, characteristic quantity extraction, load matching and record upload. At the same time, a remote update scheme relying on electricity information acquisition system is proposed to ensure that load identification algorithm and load signature database could be updated online.","PeriodicalId":118143,"journal":{"name":"2022 5th International Conference on Energy, Electrical and Power Engineering (CEEPE)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 5th International Conference on Energy, Electrical and Power Engineering (CEEPE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CEEPE55110.2022.9783385","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

Currently, demand of precise and refined energy consumption service for residents is growing constantly. Aiming at this situation, according to the principles of International Recommendation 46, an electricity meter for non-intrusive load monitoring based on multicore modularity is designed to improve the level of detailed electrical data analysis. With general function module, metering module and load analysis module embedded separately, intelligent identification for type, turn-on/off time and electricity consumption of household appliances is achieved in triple cores management mode by load data sampling, characteristic quantity extraction, load matching and record upload. At the same time, a remote update scheme relying on electricity information acquisition system is proposed to ensure that load identification algorithm and load signature database could be updated online.
具有非侵入式负荷监测功能的智能电表的研制
当前,居民对精准、精细化的能源消费服务需求不断增长。针对这种情况,根据国际建议46的原则,设计了一种基于多核模块化的非侵入式负荷监测电能表,以提高电气数据的详细分析水平。通用功能模块、计量模块和负荷分析模块分别嵌入,通过负荷数据采样、特征量提取、负荷匹配和记录上传,以三核管理模式实现家用电器类型、开/关时间和用电量的智能识别。同时,提出了一种依托电力信息采集系统的远程更新方案,保证了负荷识别算法和负荷特征库的在线更新。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信