Multi-Residential Demand Response Scheduling With Multi-Class Appliances in Smart Grid

被引:90
作者
Moon, Seokjae [1 ]
Lee, Jang-Won [1 ]
机构
[1] Yonsei Univ, Dept Elect & Elect Engn, Seoul 03722, South Korea
关键词
Smart grid; multi-class appliance; multi-residence; demand response; distributed algorithm; PL-generalized benders algorithm; ENERGY; MANAGEMENT; CHALLENGES; CONSENSUS;
D O I
10.1109/TSG.2016.2614546
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
In this paper, we study a multi-residential electricity load scheduling problem with multi-class appliances in smart grid. Compared with the previous works in which only limited types of appliances are considered or only single residence grids are considered, we model the grid system more practically with jointly considering multi-residence and multi-class appliance. We formulate an optimization problem to maximize the sum of the overall satisfaction levels of residences which is defined as the sum of utilities of the residential customers minus the total cost for energy consumption. Then, we provide an electricity load scheduling algorithm by using a PL-Generalized Benders Algorithm which operates in a distributed manner while protecting the private information of the residences. By applying the algorithm, we can obtain the near-optimal load scheduling for each residence, which is shown to be very close to the optimal scheduling, and also obtain the lower and upper bounds on the optimal sum of the overall satisfaction levels of all residences, which are shown to be very tight.
引用
收藏
页码:2518 / 2528
页数:11
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