Optimal User-Side Energy Arbitrage Strategy in Electricity Market With Accurate Battery Model Using Benders Decomposition

IF 2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Tao Chen, Mengchen Zhu, Ciwei Gao, Yajuan Cao
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Abstract

In this paper, the optimal operation and arbitrage strategies for user-side energy storage systems are studied considering an accurate battery model to capture the charging and discharging features. Meanwhile, the proposed method uses Benders decomposition to help solve the consequential decision-making problems of energy arbitrage in electricity market with dynamic price signal and continuous iteration of charging cycling counting and battery life costs. Empirical analysis and simulation based on different scenarios of Chinese provisional electricity markets demonstrate the variability of such energy arbitrage strategies in realistic applications, which mainly depends on the trade-off between the physical operation features of the energy storage systems and the market pricing scheme. The main findings and results confirm the advantages of involving such user-side energy storage system resources that can participate in the deregulated electricity market, ultimately benefiting the energy end-users at the distribution level, as well as the upper-level market or system operation. It is believed that further study of a more accurate battery model and a more precise battery cycling life cost can also contribute to improving the reasonable market mechanism design.

Abstract Image

基于Benders分解的精确电池模型下电力市场最优用户侧能源套利策略
本文研究了用户侧储能系统的最优运行和套利策略,考虑了精确的电池模型来捕捉充放电特征。同时,该方法利用Benders分解来解决电力市场中具有动态价格信号、充电循环次数和电池寿命成本连续迭代的能源套利后续决策问题。基于中国临时电力市场不同情景的实证分析和仿真表明,这种能源套利策略在实际应用中的可变性主要取决于储能系统的物理运行特征与市场定价方案之间的权衡。研究的主要发现和结果证实了将此类用户侧储能系统资源纳入解除管制的电力市场的优势,最终有利于配电层面的能源终端用户,也有利于上层市场或系统运行。相信进一步研究更精确的电池模型和更精确的电池循环寿命成本,也有助于完善合理的市场机制设计。
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来源期刊
Iet Generation Transmission & Distribution
Iet Generation Transmission & Distribution 工程技术-工程:电子与电气
CiteScore
6.10
自引率
12.00%
发文量
301
审稿时长
5.4 months
期刊介绍: IET Generation, Transmission & Distribution is intended as a forum for the publication and discussion of current practice and future developments in electric power generation, transmission and distribution. Practical papers in which examples of good present practice can be described and disseminated are particularly sought. Papers of high technical merit relying on mathematical arguments and computation will be considered, but authors are asked to relegate, as far as possible, the details of analysis to an appendix. The scope of IET Generation, Transmission & Distribution includes the following: Design of transmission and distribution systems Operation and control of power generation Power system management, planning and economics Power system operation, protection and control Power system measurement and modelling Computer applications and computational intelligence in power flexible AC or DC transmission systems Special Issues. Current Call for papers: Next Generation of Synchrophasor-based Power System Monitoring, Operation and Control - https://digital-library.theiet.org/files/IET_GTD_CFP_NGSPSMOC.pdf
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