Evaluation of a Heuristic Approach for Efficient Scheduling of Residential Smart Home Appliances

被引:0
作者
Ogwumike, Chris [1 ]
Short, Michael [1 ]
机构
[1] Univ Teesside, Sch Sci & Engn, Middlesbrough, England
来源
2015 IEEE 15TH INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING (IEEE EEEIC 2015) | 2015年
关键词
Heuristic algorithm; Energy cost optimization; Residential load scheduling; Demand Response; Smart grid; DIRECT LOAD CONTROL; MANAGEMENT; ALGORITHM;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Load scheduling will play an important role in achieving Demand Response (DR) at the consumption level of the emerging smart grid. This paper presents the evaluation of a heuristic approach for scheduling residential smart home appliances. The proposed heuristic schedules appliances one after the other in accordance with a greedy strategy without backtracking. This is such that the worst-case computation time is reduced compared to an exact search, at the expense of a potential loss of optimality in the obtained solution. In this paper the performance of the proposed heuristic is evaluated against an exact algorithm across the course of a full year using representative hourly prices of electricity. The results verify the suitability of the algorithm for the implementation of residential energy management decision support system.
引用
收藏
页码:2017 / 2022
页数:6
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