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.
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 language | English |
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Title of host publication | 2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) |
Number of pages | 6 |
Publisher | IEEE |
Publication date | 29 Oct 2018 |
ISBN (Print) | 978-1-5386-7955-5 |
ISBN (Electronic) | 978-1-5386-7954-8 |
DOIs | |
Publication status | Published - 29 Oct 2018 |
Event | IEEE 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 2018 → 31 Oct 2018 http://sgc2018.ieee-smartgridcomm.org/ |
Conference
Conference | IEEE International Conference on Smart Grid Communications, Control and Computing Technologies for Smart Grids 2018 (SmartGridComm'18) |
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Location | Hotel Hvide Hus Comwell |
Country/Territory | Denmark |
City | Aalborg |
Period | 29/10/2018 → 31/10/2018 |
Internet address |
Keywords
- Smart Grid, adaptive scheduling, AMI, QoS, information quality, voltage quality monitoring