间歇数据连接下智能电表数据的可靠流和同步

Chenfeng Zhu, A. Reinhardt
{"title":"间歇数据连接下智能电表数据的可靠流和同步","authors":"Chenfeng Zhu, A. Reinhardt","doi":"10.1109/SmartGridComm.2019.8909705","DOIUrl":null,"url":null,"abstract":"More and more smart meters are being rolled out in domestic and commercial buildings as well as industrial sites worldwide. They enable the timely and fine-grained monitoring of electrical energy generation and consumption. Besides storing measured data locally, most smart meters are equipped with communication interfaces to transfer collected readings to metering service providers. This not only allows for accurate billing, but also enables the extraction of additional information from collected data, particularly when they have been sampled at a high temporal resolution. The communication link used to exchange meter data can, however, be prone to disruptions and transmission errors. Consequently, while consumption data used for billing purposes might only be removed from a smart meter’s internal buffer when they have been reported correctly, intermediate readings can be irrevocably lost during communication link outages. Because such readings are often useful for analytics purposes, their loss should be avoided. We hence propose a hybrid data transmission scheme that combines the real-time reporting of consumption readings with a background synchronization process that ensures the lossless exchange of data. We evaluate our design in a practical setting and demonstrate its efficacy in recovering data after the metering device has been physically disconnected from the network.","PeriodicalId":377150,"journal":{"name":"2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Reliable Streaming and Synchronization of Smart Meter Data over Intermittent Data Connections\",\"authors\":\"Chenfeng Zhu, A. Reinhardt\",\"doi\":\"10.1109/SmartGridComm.2019.8909705\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"More and more smart meters are being rolled out in domestic and commercial buildings as well as industrial sites worldwide. They enable the timely and fine-grained monitoring of electrical energy generation and consumption. Besides storing measured data locally, most smart meters are equipped with communication interfaces to transfer collected readings to metering service providers. This not only allows for accurate billing, but also enables the extraction of additional information from collected data, particularly when they have been sampled at a high temporal resolution. The communication link used to exchange meter data can, however, be prone to disruptions and transmission errors. Consequently, while consumption data used for billing purposes might only be removed from a smart meter’s internal buffer when they have been reported correctly, intermediate readings can be irrevocably lost during communication link outages. Because such readings are often useful for analytics purposes, their loss should be avoided. We hence propose a hybrid data transmission scheme that combines the real-time reporting of consumption readings with a background synchronization process that ensures the lossless exchange of data. We evaluate our design in a practical setting and demonstrate its efficacy in recovering data after the metering device has been physically disconnected from the network.\",\"PeriodicalId\":377150,\"journal\":{\"name\":\"2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)\",\"volume\":\"46 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SmartGridComm.2019.8909705\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SmartGridComm.2019.8909705","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

越来越多的智能电表在世界各地的住宅和商业建筑以及工业场所得到推广。它们能够及时和细致地监测电能的产生和消耗。除了在本地存储测量数据外,大多数智能电表还配备了通信接口,将收集到的读数传输给计量服务提供商。这不仅可以实现准确的计费,还可以从收集的数据中提取额外的信息,特别是当它们以高时间分辨率采样时。然而,用于交换仪表数据的通信链路容易出现中断和传输错误。因此,虽然用于计费目的的消费数据可能只有在正确报告后才会从智能电表的内部缓冲区中删除,但在通信链路中断期间,中间读数可能会不可挽回地丢失。由于这些读数通常对分析有用,因此应避免丢失它们。因此,我们提出了一种混合数据传输方案,将消费读数的实时报告与后台同步过程相结合,以确保数据的无损交换。我们在实际环境中评估了我们的设计,并演示了它在计量设备与网络物理断开连接后恢复数据的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reliable Streaming and Synchronization of Smart Meter Data over Intermittent Data Connections
More and more smart meters are being rolled out in domestic and commercial buildings as well as industrial sites worldwide. They enable the timely and fine-grained monitoring of electrical energy generation and consumption. Besides storing measured data locally, most smart meters are equipped with communication interfaces to transfer collected readings to metering service providers. This not only allows for accurate billing, but also enables the extraction of additional information from collected data, particularly when they have been sampled at a high temporal resolution. The communication link used to exchange meter data can, however, be prone to disruptions and transmission errors. Consequently, while consumption data used for billing purposes might only be removed from a smart meter’s internal buffer when they have been reported correctly, intermediate readings can be irrevocably lost during communication link outages. Because such readings are often useful for analytics purposes, their loss should be avoided. We hence propose a hybrid data transmission scheme that combines the real-time reporting of consumption readings with a background synchronization process that ensures the lossless exchange of data. We evaluate our design in a practical setting and demonstrate its efficacy in recovering data after the metering device has been physically disconnected from the network.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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:604180095
Book学术官方微信