A multi-objective stochastic optimization model for combined heat and power virtual power plant considering carbon recycling and utilizing

被引:0
|
作者
Zhang, Fuqiang [1 ]
Gong, Yichun [1 ]
Zhang, Xiangcheng [2 ]
Liu, Fei [2 ]
Zhou, Qingqing [3 ]
机构
[1] State Grid Energy Res Inst Co Ltd, Beijing, Peoples R China
[2] State Grid Qinghai Elect Power Co, Econ & Technol Res Inst, Xining, Qinghai, Peoples R China
[3] North China Elect Power Univ, Sch Econ & Management, Beijing, Peoples R China
来源
关键词
virtual power plant (VPP); combined heat and power (CHP); carbon capture; power to gas (P2G); conditional value at risk (CVaR); STORAGE; GAS; OPERATION; CAPTURE; IMPACT; ERROR; WIND;
D O I
10.3389/fenrg.2024.1363360
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In order to give full play to the energy supply potential of distributed energy resources, this paper studies the scheduling optimization of CHP-VPP. First, the CHP unit and various distributed energy sources are aggregated into VPP. Carbon recycling and utilizing are realized through carbon capture and power-to-gas devices. At the same time, carbon storage and hydrogen storage devices are added to decouple carbon capture and P2G procedures. Then, the risk of VPP real-time scheduling is quantified through uncertainty scenario generation and CVaR. Finally, with the goals of operating cost, carbon emission, and operation risk, a multi-objective stochastic scheduling optimization model of VPP is constructed, and the subjective and objective ensemble weighting method is used to solve the problem. The example results show that the proposed method can boost the wastage of wind and photovoltaic power, and also lower the carbon emissions of VPPs.
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收藏
页数:16
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