A bilevel approach to reduce peak load of community microgrid with distributed generators

被引:0
|
作者
Woo, Young-Bin [1 ]
Moon, Ilkyeong [1 ,2 ]
机构
[1] Seoul Natl Univ, Dept Ind Engn, Gwanak Ro 1, Seoul 08826, South Korea
[2] Seoul Natl Univ, Inst Engn Res, Gwanak Ro 1, Seoul 08826, South Korea
基金
新加坡国家研究基金会;
关键词
bilevel programming; decomposition algorithm; distributed generator; energy scheduling; microgrid; peak load; DEMAND RESPONSE; POWER; GAME; OPTIMIZATION; COORDINATION; ALGORITHM;
D O I
10.1111/itor.13539
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Decentralized energy systems can be an alternative to stabilizing the power system in a rapidly changing power market environment. In this regard, it is very important to level the significant gap between electricity loads and power generation, which is caused by expanding renewable energy resources. This study investigates an electricity control strategy to encourage forming a microgrid and to level the load profile that the microgrid optimizes based on its individual objective. To address the problems encountered by two players at different decision levels, this study introduces a bilevel optimization model that considers two players' objectives. In the proposed model, the first player is called the grid system operator, and the decisions of the player are subsidy rates for distributed generators and an energy storage system. The second player is called the community microgrid, and the major decisions of the player are the configuration and operation of the microgrid. To solve the problem, an efficient algorithm is developed based on Karush-Kuhn-Tucker (KKT) conditions and a decomposition approach. Numerical experiments show that the peak load can be reduced by setting an adequate subsidy rate.
引用
收藏
页数:29
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