Distributionally Robust Scheduling for Benefit Allocation in Regional Integrated Energy System with Multiple Stakeholders

被引:48
作者
Meng, Qinglin [1 ,2 ,3 ,4 ]
Jin, Xiaolong [5 ]
Luo, Fengzhang [5 ]
Wang, Zhongguan [5 ]
Hussain, Sheharyar [6 ]
机构
[1] State Grid Tianjin Elect Power Co, Comprehens Serv Ctr, Tianjin 300010, Peoples R China
[2] Tianjin Univ, Sch Elect & Informat Engn, Key Lab Smart Grid, Minist Educ, Tianjin, Peoples R China
[3] Tiangong Univ, Sch Elect Engn, Tianjin 300387, Peoples R China
[4] Key Lab Smart Energy & Informat Technol Tianjin Mu, Tianjin 300072, Peoples R China
[5] Tianjin Univ, Sch Elect & Informat Engn, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China
[6] Zhejiang Univ, Inst Marine Elect & Intelligent Syst, Ocean Coll, Zhoushan, Peoples R China
基金
中国国家自然科学基金;
关键词
Games; Heating systems; Electricity; Energy storage; Uncertainty; Resistance heating; Optimal scheduling; Regional integrated energy system (RIES); distributionally robust; Stackelberg game; uncertainty; demand response; OPTIMIZATION; ELECTRICITY; DISPATCH; OPERATION; POWER; MODEL;
D O I
10.35833/MPCE.2023.000661
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A distributionally robust scheduling strategy is proposed to address the complex benefit allocation problem in regional integrated energy systems (RIESs) with multiple stakeholders. A two-level Stackelberg game model is established, with the RIES operator as the leader and the users as the followers. It considers the interests of the RIES operator and demand response users in energy trading. The leader optimizes time-of-use (TOU) energy prices to minimize costs while users formulate response plans based on prices. A two-stage distributionally robust game model with comprehensive norm constraints, which encompasses the two-level Stackelberg game model in the day-ahead scheduling stage, is constructed to manage wind power uncertainty. Karush-Kuhn-Tucker (KKT) conditions transform the two-level Stackelberg game model into a single-level robust optimization model, which is then solved using column and constraint generation (C&CG). Numerical results demonstrate the effectiveness of the proposed strategy in balancing stakeholders' interests and mitigating wind power risks.
引用
收藏
页码:1631 / 1642
页数:12
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