电网技术2024,Vol.48Issue(8) :3269-3277.DOI:10.13335/j.1000-3673.pst.2024.0181

考虑新能源发电商租赁共享储能的电力市场博弈分析

Game Analysis of Electricity Market With Considerations of Leasing-based Energy Storage Sharing for Renewable Generators

王晛 张梓彦 张少华 张圣祺
电网技术2024,Vol.48Issue(8) :3269-3277.DOI:10.13335/j.1000-3673.pst.2024.0181

考虑新能源发电商租赁共享储能的电力市场博弈分析

Game Analysis of Electricity Market With Considerations of Leasing-based Energy Storage Sharing for Renewable Generators

王晛 1张梓彦 1张少华 1张圣祺1
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作者信息

  • 1. 上海大学机电工程与自动化学院,上海市宝山区 200444
  • 折叠

摘要

针对实际中储能资源利用率不高等问题,提出一种新能源发电商和储能运营商之间的储能租赁共享模式,其中储能运营商除了租赁部分储能给新能源发电商外,还可利用剩余储能独立参与市场竞争,因而该模式有助于提高储能资源利用率.为了研究该共享模式对电力市场运行的影响,建立了考虑该共享模式的日前电力市场双层博弈模型,其中,上层为储能运营商与多个新能源发电商基于讨价还价博弈理论来确定储能租赁价格的优化模型,下层为新能源发电商、储能运营商与传统发电商作为价格影响者参与日前电力市场竞争的多时段非合作博弈模型.然后采用非线性互补方法将双层博弈模型转化为单层优化问题求解.最后通过算例仿真验证所提出租赁模式的合理性和有效性.

Abstract

To solve the low utilization problem of energy storage in practice,a leasing-based energy storage sharing mode is proposed for renewable generators and an energy storage operator(ESO).In this mode,the ESO not only leases some energy storage to renewable generators but also independently participates in market competition with surplus capacity for arbitrage,thereby providing opportunities to improve the utilization of energy storage.To study the impacts of the leasing-based energy storage sharing mode on the competition outcomes in the market,a bi-level game model for a day-ahead electricity market is established,considering the leasing-based energy storage sharing mode.Based on bargaining theory,an optimization model is established at the upper level to determine the leasing prices of energy storage between renewable generators and the ESO.In the lower level,a multi-period non-cooperative game model for the day-ahead electricity market is developed,where renewable generators,the ESO,and conventional generators are considered to bid in the market as price-makers.Subsequently,a nonlinear complementarity approach is used to transform the bi-level game model into a single-level optimization problem for a solution.Finally,the reasonableness and effectiveness of the proposed leasing mode are verified through case studies.

关键词

新能源发电商/租赁共享储能/电力市场/非合作博弈/讨价还价理论

Key words

renewable generator/leasing-based energy storage sharing/electricity market/non-cooperative game/bargaining theory

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基金项目

国家自然科学基金项目(52107112)

出版年

2024
电网技术
国家电网公司

电网技术

CSTPCD北大核心
影响因子:2.821
ISSN:1000-3673
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