分布式能源2025，Vol.10Issue(5)：61-71,11.DOI:10.16513/j.2096-2185.DE.25100088
基于CVaR的虚拟电厂参与绿证-碳联合交易的优化调度
Optimal Scheduling of Virtual Power Plant Participating in Green Certificate-Carbon Joint Transaction Based on CVaR
摘要
Abstract
With the integration of large-scale,distributed,and diverse distributed resources,virtual power plant(VPP)technology has become a vital tool for effectively managing and optimizing demand-side resources.To better align VPPs with the development needs of China's new-type power system,this paper proposes an optimal scheduling model for VPPs participating in a green certificate-carbon joint trading mechanism,taking into account uncertainty risks.First,an optimal operation model for a VPP is constructed,consisting of wind turbines,photovoltaic units,gas turbine units,energy storage systems,and flexible load resources on the user side.The objective is to minimize the VPP's operating cost,considering electricity markets,the green certificate-carbon joint trading mechanism,and incentive-based demand response.Second,multiple uncertainty factors within the VPP,such as generation sources,loads,and demand response,are comprehensively considered,and the conditional value-at-risk(CVaR)theory is applied to quantify the risks associated with these uncertainties.Finally,a case study is introduced to verify the economic and environmental benefits of the proposed model.The inclusion of CVaR also provides a robust decision-making basis for balancing VPP profits and risks.关键词
虚拟电厂(VPP)/多重不确定性/绿证-碳联合交易/条件风险价值(CVaR)/优化运行Key words
virtual power plant(VPP)/multiple uncertainties/green certificate-carbon joint transaction/conditional value-at-risk(CVaR)/optimal operation分类
能源与动力引用本文复制引用
邱俊杰,刘敏..基于CVaR的虚拟电厂参与绿证-碳联合交易的优化调度[J].分布式能源,2025,10(5):61-71,11.基金项目
贵州省科技计划项目(黔科合支撑[2021]一般409)This work is supported by Science and Technology Program of Guizhou Province(Qiankehe Support[2021]General 409) （黔科合支撑[2021]一般409）
