A Water-Filling Based Scheduling Algorithm for the Smart Grid

被引:76
作者
Shinwari, Merwais [1 ]
Youssef, Amr [1 ]
Hamouda, Walaa [2 ]
机构
[1] Concordia Univ, Concordia Inst Informat Syst Engn, Montreal, PQ H3G 1M8, Canada
[2] Concordia Univ, Dept Elect & Comp Engn, Montreal, PQ H3G 1M8, Canada
关键词
Load balancing; probabilistic scheduling; smart grid; water-filling;
D O I
10.1109/TSG.2011.2177103
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The processing and communication capabilities of the smart grid provide a solid foundation for enhancing its efficiency and reliability. These capabilities allow utility companies to adjust their offerings in a way that encourages consumers to reduce their peak hour consumption, resulting in a more efficient system. In this paper, we propose a method for scheduling a community's power consumption such that it becomes almost flat. Our methodology utilizes distributed schedulers that allocate time slots to soft loads probabilistically based on precalculated and predistributed demand forecast information. This approach requires no communication or coordination between scheduling nodes. Furthermore, the computation performed at each scheduling node is minimal. Obtaining a relatively constant consumption makes it possible to have a relatively constant billing rate and eliminates operational inefficiencies. We also analyze the fairness of our proposed approach, the effect of the possible errors in the demand forecast, and the participation incentives for consumers.
引用
收藏
页码:710 / 719
页数:10
相关论文
共 20 条
[1]  
[Anonymous], 2006, Elements of Information Theory
[2]  
[Anonymous], 1999, Athena scientific Belmont
[3]  
[Anonymous], IEEE POWER ENERGY MA
[4]  
Caron S, 2010, INT CONF SMART GRID, P391, DOI 10.1109/SMARTGRID.2010.5622073
[5]  
CHEN C, 2011, P ICASSP
[6]  
COLLIER SE, 2009, P IEEE RUR EL POW C, pB2
[7]  
Efthymiou C., 2010, P IEEE SMART GRID CO
[8]  
Gatsis N, 2011, P CISS BALT MD
[9]  
IESO, 2011, ONT DEM MARK PRIC
[10]  
*IESO, 2011, IESO DEM FOR PERF IN