Title :
An integer linear programming and game theory based optimization for demand-side management in smart grid
Author :
Zhu, Z. ; Tang, J. ; Lambotharan, S. ; Chin, W.H. ; Fan, Z.
Author_Institution :
Adv. Signal Process. Group, Loughborough Univ., Loughborough, UK
Abstract :
We propose a consumption scheduling mechanism for home and neighbourhood area load demand management in smart grid using integer linear programming (ILP) and game theory. The proposed mechanism is able to schedule both the optimal power and the optimal operation time for power-shiftable appliances and time-shiftable appliances respectively according to the power consumption patterns of all the individual appliances. Simulation results for both the centralised and the distributed management scenarios have been presented to demonstrate and verify the effectiveness of the proposed technique.
Keywords :
demand side management; game theory; integer programming; linear programming; power consumption; scheduling; smart power grids; ILP; centralised management; consumption scheduling mechanism; distributed management; electric power industry; game theory based optimization; integer linear programming; neighbourhood area load demand management; optimal operation time; optimal power; power consumption patterns; power-shiftable appliances; smart grid; time-shiftable appliances; Games; Home appliances; Optimal scheduling; Power demand; Schedules; Smart grids;
Conference_Titel :
GLOBECOM Workshops (GC Wkshps), 2011 IEEE
Conference_Location :
Houston, TX
Print_ISBN :
978-1-4673-0039-1
Electronic_ISBN :
978-1-4673-0038-4
DOI :
10.1109/GLOCOMW.2011.6162372