Optimized Scheduling of Smart Meter Data Access: A Parametric Study

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Abstract

Smart meter data is usually accessed periodically
with low time granularity, which creates limitations for near
real-time information. This paper first introduces information
quality metrics that can be used to optimize real-time data
access to smart meter data. Then, a systematic parametric
study assesses the impact of smart meter access scheduling on
information quality. Finally, the paper evaluates a previously
proposed heuristic optimization of scheduling of smart meter data
access. The result shows that the heuristic optimization algorithm
in all investigated scenarios shows less than 15% degradation as
compared to the achievable best schedule.
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Details

Smart meter data is usually accessed periodically
with low time granularity, which creates limitations for near
real-time information. This paper first introduces information
quality metrics that can be used to optimize real-time data
access to smart meter data. Then, a systematic parametric
study assesses the impact of smart meter access scheduling on
information quality. Finally, the paper evaluates a previously
proposed heuristic optimization of scheduling of smart meter data
access. The result shows that the heuristic optimization algorithm
in all investigated scenarios shows less than 15% degradation as
compared to the achievable best schedule.
Original languageEnglish
Title of host publication2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)
Number of pages6
PublisherIEEE
Publication date29 Oct 2018
ISBN (Print)978-1-5386-7955-5
ISBN (Electronic) 978-1-5386-7954-8
DOI
Publication statusPublished - 29 Oct 2018
Publication categoryResearch
Peer-reviewedYes
EventIEEE International Conference on Smart Grid Communications, Control and Computing Technologies for Smart Grids 2018 (SmartGridComm'18) - Hotel Hvide Hus Comwell, Aalborg, Denmark
Duration: 29 Oct 201831 Oct 2018
http://sgc2018.ieee-smartgridcomm.org/

Conference

ConferenceIEEE International Conference on Smart Grid Communications, Control and Computing Technologies for Smart Grids 2018 (SmartGridComm'18)
LocationHotel Hvide Hus Comwell
LandDenmark
ByAalborg
Periode29/10/201831/10/2018
Internetadresse

    Research areas

  • Smart Grid, adaptive scheduling, AMI, QoS, information quality, voltage quality monitoring
ID: 287120123