A Schedulable Energy Scheduling Algorithm With Fair Delay for Smart Grid Distributions

被引:6
|
作者
Gao, Jingcheng [1 ,2 ]
Xiao, Yang [1 ,2 ]
Li, Shuhui [3 ]
Li, Tieshan [1 ,4 ]
机构
[1] Dalian Maritime Univ, Nav Coll, Gaoxinyuan 116026, Peoples R China
[2] Univ Alabama, Dept Comp Sci, Tuscaloosa, AL 35487 USA
[3] Univ Alabama, Dept Elect & Comp Engn, Tuscaloosa, AL 35487 USA
[4] Univ Elect Sci & Technol China, Sch Automat Engn, Chengdu 610054, Peoples R China
来源
IEEE SYSTEMS JOURNAL | 2021年 / 15卷 / 02期
基金
中国国家自然科学基金; 美国国家科学基金会;
关键词
Load management; Delays; Smart grids; Energy consumption; Pricing; Home appliances; Scheduling algorithms; Demand response; energy consumption scheduling; fair delay; real-time pricing (RTP); smart grid; total cost minimization; DEMAND RESPONSE; NETWORKS; OPTIMIZATION; MANAGEMENT; APPLIANCES;
D O I
10.1109/JSYST.2020.3009300
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Fairness is now a significant issue in demand response because of its importance in customer attraction. Studies have shown that current demand response programs are lacking fairness considerations so that this may prevent demand response program penetration. In this article, fairness will be discussed and explored in terms of fair delay of energy usage instead of the existing fair bill approach. A mathematical formation of the system is provided and an algorithm is proposed, including back-off, carry-on, and optimization procedures. In order to find the best policy for using this algorithm, simulations are conducted to find the best policy in order to lower all the customers' total cost while bounding the customers' delays within a fairness range. The simulation results show the best policy under two different simulation setups. Moreover, the energy consumption scheduling algorithm with the fair delay control has much better fair delay index performance than the energy consumption scheduling algorithm without fair delay control, with 20%-65% improvement, depending on the environments.
引用
收藏
页码:2871 / 2882
页数:12
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