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文章摘要
考虑不同场景的虚拟电厂建模与优化分析
Modeling and optimization analysis of virtual power plant considering different scenarios
Received:December 09, 2022  Revised:January 04, 2023
DOI:10.19753/j.issn1001-1390.2024.11.005
中文关键词: 虚拟电厂,混合整数规划,污染物排放,投资成本
英文关键词: VPPs  MINLP  pollutant emission  investment cost
基金项目:国家电网公司科技资助项目(编号SGJSJY00GHJS2200071),国家自然科学基金资助项目( 项目编号BE2020688)
Author NameAffiliationE-mail
wuyin STATE GRID ECONOMIC AND TECHNOLOGICAL RESEARCH INSTITUTE wuyinxf@163.com 
niuwenjuan STATE GRID ECONOMIC AND TECHNOLOGICAL RESEARCH INSTITUTE niuwj@js.sgcc.com.cn 
zhuxiaojun* STATE GRID ECONOMIC AND TECHNOLOGICAL RESEARCH INSTITUTE heqiyuan@seu.edu.cn 
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中文摘要:
      采用虚拟电厂的方式可以帮助小型新能源电站参与电力批发市场竞争。为了解决污染物排放限制和新能源电厂投资成本限制两个条件下虚拟电厂收益最大化问题,文中提出了一种考虑不同场景的虚拟电厂模型,对虚拟电厂中包含的可再生能源机组分别进行建模,并开展了三种不同的投资场景下的仿真测试。其结果表明,所建立的混合整数规划模型可以用于有效计算虚拟电厂收益变化,减少污染物排放和限制投资成本会分别导致收益增加和减少。文中的研究可为不同投资场景下虚拟电厂如何获得收益最大化提供解决思路。
英文摘要:
      The adoption of virtual power plants (VPPs) can help small new energy power plants participate in the competition in the electricity wholesale market. In order to solve the problem of maximizing the benefits of virtual power plants under the conditions of pollutant emission limitation and new energy power plant investment cost limitation, this paper proposed a virtual power plant model considering multiple investment scenarios, modeled the renewable energy units included in the virtual power plant respectively, and conducted simulation tests under three different investment scenarios. The results showed that the mixed integer programming model could be used to effectively calculate the changes in the benefits of virtual power plants. Reducing pollutant emissions and limiting investment costs would lead to increased and decreased benefits, respectively. The research in this paper can provide solutions for how to maximize the benefits of virtual power plants under different investment scenarios.
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