Optimal Scheduling and Commercial Testbed-Based Verification of Integrated PV-ESS Systems Considering Settlement Rules in South Korea

IF 8.6 1区 工程技术 Q1 ENERGY & FUELS
Rae-Kyun Kim;Gyu-Sub Lee;Jae-Gyun Park;Hyoseop Lee;Seung-Il Moon;Jae-Won Chang
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引用次数: 0

Abstract

This article proposes an optimal scheduling algorithm for an integrated PV-ESS system to maximize the overall revenue from both system marginal price (SMP) and renewable energy certificate (REC), considering detailed settlement rules in South Korea. Furthermore, to prevent revenue losses caused by forecasting errors, robust optimization (RO) and receding horizon rescheduling (RHR) approaches, are exploited. The academic contributions of this work are: 1) the formulation of complex settlement rules as an optimization problem, and 2) the implementation of a mixed integer linear programming (MILP)-based RO that can be solved by non-commercial solvers. To verify the effectiveness of the proposed method, simulations and experiments were conducted using a commercial testbed. Compared to the rule-based algorithm which had been adopted in the testbed, the proposed algorithm achieved a 9.3% increase in revenue.
考虑到韩国详细的结算规则,本文提出了一种光伏-可再生能源集成系统的优化调度算法,以最大化系统边际价格(SMP)和可再生能源证书(REC)的总体收益。此外,为了防止预测错误造成的收入损失,还采用了稳健优化(RO)和后退视界重新安排(RHR)方法。这项工作的学术贡献在于1) 将复杂的结算规则表述为一个优化问题,以及 2) 实施基于混合整数线性规划(MILP)的 RO,该 RO 可由非商业求解器求解。为了验证所提方法的有效性,我们使用商业测试平台进行了模拟和实验。与测试平台采用的基于规则的算法相比,所提出的算法实现了 9.3% 的收入增长。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Sustainable Energy
IEEE Transactions on Sustainable Energy ENERGY & FUELS-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
21.40
自引率
5.70%
发文量
215
审稿时长
5 months
期刊介绍: The IEEE Transactions on Sustainable Energy serves as a pivotal platform for sharing groundbreaking research findings on sustainable energy systems, with a focus on their seamless integration into power transmission and/or distribution grids. The journal showcases original research spanning the design, implementation, grid-integration, and control of sustainable energy technologies and systems. Additionally, the Transactions warmly welcomes manuscripts addressing the design, implementation, and evaluation of power systems influenced by sustainable energy systems and devices.
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