Residential Power Scheduling Based on Cost Efficiency for Demand Response in Smart Grid

被引:17
|
作者
Jiang, Xunyan [1 ,2 ]
Wu, Lei [2 ]
机构
[1] Changsha Univ Sci & Technol, Sch Econ & Management, Hunan Prov Engn Res Ctr Elect Transportat & Smart, Changsha 410114, Peoples R China
[2] Xinyu Univ, Coll Math & Comp, Xinyu 338004, Peoples R China
来源
IEEE ACCESS | 2020年 / 8卷 / 08期
基金
中国国家自然科学基金;
关键词
Pricing; Load management; Scheduling algorithms; Electrical products; Load modeling; Smart grids; Smart homes; Residential power scheduling; cost efficiency; discomfort cost; electricity payment cost; smart home; ENERGY MANAGEMENT; SIDE MANAGEMENT; CONSUMPTION; BEHAVIOR;
D O I
10.1109/ACCESS.2020.3034767
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Residential power scheduling for demand response in a smart grid is a complex task. The traditional methods aim to minimize consumption costs and maximize consumption payoffs. In this paper, a power scheduling algorithm based on cost efficiency for smart homes is proposed to improve consumers' consumption efficiency and satisfaction. In this proposed method, a definition of cost efficiency for residential power scheduling is introduced. Consumers' consumption costs are modelled based on electricity payments and users' discomfort. A pair of parameters for a trade-off between users' discomfort and their electricity payment is designed to model cost efficiency based on the consumer's preference. A power scheduling algorithm based on cost efficiency is developed by adopting a fractional programming approach. Four consumption models are analysed and discussed. The results show that this proposed method can effectively improve consumers' consumption efficiency and satisfaction while saving costs. It is shown that discomfort and additional payment can impact consumers' consumption behaviour and smooth their consumption profile curves.
引用
收藏
页码:197324 / 197336
页数:13
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