DocumentCode
1795549
Title
Real-time smart metering with reduced communication and bounded error
Author
Lunden, Jarmo ; Werner, Stefan
Author_Institution
Dept. of Signal Process. & Acoust., Aalto Univ., Espoo, Finland
fYear
2014
fDate
3-6 Nov. 2014
Firstpage
326
Lastpage
331
Abstract
Real-time smart metering facilitates, for example, balancing load and generation, load prediction, demand response, outage detection, and providing end-user feedback. In this paper, a real-time smart metering approach is proposed that aims to minimize the amount of communication for a given maximum error constraint. The proposed approach is based on the Shewhart change detection test. A local power measurement is transmitted to a central processing point of the grid if it differs more than a predefined threshold from the last transmitted power measurement. The expression for the average time to a new transmission is derived. Simulation results with both simulated and real measurement data are provided to illustrate the tracking performance and the reductions in the communication rate.
Keywords
power measurement; real-time systems; smart meters; smart power grids; Shewhart change detection test; bounded error; central processing point; demand response; end-user feedback; load prediction; local power measurement; maximum error constraint; outage detection; real-time smart metering; Conferences; Current measurement; Home appliances; Power measurement; Real-time systems; Smart grids; Time measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Smart Grid Communications (SmartGridComm), 2014 IEEE International Conference on
Conference_Location
Venice
Type
conf
DOI
10.1109/SmartGridComm.2014.7007667
Filename
7007667
Link To Document