Optimal design and operation of islanded multi-microgrid system with distributionally robust optimization

被引:15
|
作者
Shi, Zhichao [1 ,2 ]
Zhang, Tao [1 ,2 ]
Liu, Yajie [1 ,2 ]
Feng, Yunpeng [3 ]
Wang, Rui [1 ,2 ]
Huang, Shengjun [1 ,2 ]
机构
[1] Natl Univ Def Technol, Coll Syst Engn, Changsha, Peoples R China
[2] Natl Univ Def Technol, Hunan Key Lab Multienergy Syst Intelligent Interco, Changsha, Peoples R China
[3] Beijing Adv Technol Res Ctr, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
Islanded multi-microgrid; Optimal design; Optimal operation; Distributionally robust optimization; Uncertainty; TRANSACTIVE ENERGY FRAMEWORK; MANAGEMENT; UNCERTAINTY; DISPATCH;
D O I
10.1016/j.epsr.2023.109437
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
Renewable generation has been increasingly utilized recently, and multi-microgrid (MMG) system shows great potential in absorbing renewable energy. In this paper, a two-stage distributionally robust model is proposed for the optimal design and operation of islanded MMG which is seldom studied. Considering the uncertainty of renewable generation, the first-stage design strategy and second-stage operation decision are co-optimized by minimizing the investment cost and operation cost. To model the uncertainty of renewable power, a distance -based ambiguity set is employed to capture the unknown probability distribution. Then the two-stage problem is solved by a column and constraint generation (CCG) based method. Simulation experiments and results with an islanded MMG system demonstrate the effectiveness and performance of the proposed model.
引用
收藏
页数:9
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