Title :
Scheduling data access in Smart Grid networks utilizing context information
Author :
Findrik, Mislav ; Groenbaek, Jesper ; Olsen, Rasmus L.
Author_Institution :
Forschungszentrum Telekommunikation Wien - FTW, Vienna, Austria
Abstract :
Current electrical grid is facing increased penetration of intermittent energy resources, in particular wind and solar energy. Fast variability of the power supply due to renewable energy resources can be balanced out using different energy storage systems or shifting the loads. Efficiently managing this fast flexibility requires two-way data exchange between a controller and sensors/meters via communication networks. In this paper we investigated scheduling of data collection utilizing meta-data from sensors that are describing dynamics of information. We show the applicability of this approach for a constraint communication networks of the smart grid and compared three general data access mechanisms, namely, push, pull and event-based.
Keywords :
energy storage; information retrieval; meta data; power engineering computing; power supply quality; power system management; smart power grids; solar power; wind power; constraint communication network; context information; data access scheduling; data collection scheduling; energy storage system; intermittent renewable energy resource penetration; load shifting; metadata; power supply variation; smart grid network; solar energy; two-way data exchange; wind energy; Analytical models; Data models; Delays; Markov processes; Quality of service; Sensors; Smart grids;
Conference_Titel :
Smart Grid Communications (SmartGridComm), 2014 IEEE International Conference on
Conference_Location :
Venice
DOI :
10.1109/SmartGridComm.2014.7007663