Title
Optimized Scheduling of Smart Meter Data Access: A Parametric Study
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.
Year
DOI
Venue
2018
10.1109/SmartGridComm.2018.8587478
2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)
Keywords
Field
DocType
Smart Grid,adaptive scheduling,AMI,QoS,information quality,voltage quality monitoring
Heuristic,Smart grid,Computer science,Scheduling (computing),Real-time computing,Schedule,Parametric statistics,Smart meter,Data access,Information quality
Conference
ISBN
Citations 
PageRank 
978-1-5386-7955-5
1
0.39
References 
Authors
2
3
Name
Order
Citations
PageRank
Mohammed S. Kemal111.06
Rasmus L. Olsen25215.36
Hans-Peter Schwefel321042.31