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

IF 3.1 4区 管理学 Q2 MANAGEMENT
Young‐Bin Woo, Ilkyeong Moon
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引用次数: 0

Abstract

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.
利用分布式发电机降低社区微电网峰值负荷的双层方法
在瞬息万变的电力市场环境中,分散式能源系统可以成为稳定电力系统的替代方案。在这方面,拉平电力负荷与发电量之间的巨大差距非常重要,这种差距是由可再生能源的不断扩大造成的。本研究探讨了一种电力控制策略,以鼓励组建微电网,并根据微电网的个体目标来平抑微电网优化的负荷曲线。为了解决两个参与者在不同决策层面遇到的问题,本研究引入了一个考虑两个参与者目标的双层优化模型。在提议的模型中,第一个参与者被称为电网系统运营商,其决策是对分布式发电机和储能系统的补贴率。第二个参与者称为社区微电网,其主要决策是微电网的配置和运行。为了解决这个问题,我们开发了一种基于卡氏-库恩-塔克(KKT)条件和分解方法的高效算法。数值实验表明,通过设定适当的补贴率,可以降低峰值负荷。
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来源期刊
International Transactions in Operational Research
International Transactions in Operational Research OPERATIONS RESEARCH & MANAGEMENT SCIENCE-
CiteScore
7.80
自引率
12.90%
发文量
146
审稿时长
>12 weeks
期刊介绍: International Transactions in Operational Research (ITOR) aims to advance the understanding and practice of Operational Research (OR) and Management Science internationally. Its scope includes: International problems, such as those of fisheries management, environmental issues, and global competitiveness International work done by major OR figures Studies of worldwide interest from nations with emerging OR communities National or regional OR work which has the potential for application in other nations Technical developments of international interest Specific organizational examples that can be applied in other countries National and international presentations of transnational interest Broadly relevant professional issues, such as those of ethics and practice Applications relevant to global industries, such as operations management, manufacturing, and logistics.
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