A robust optimization approach for risk-averse energy transactions in networked microgrids

被引:4
|
作者
Wang, Luhao [1 ]
Li, Qiqiang [2 ]
Cheng, Xingong [1 ]
He, Guixiong [3 ]
Li, Guanguan [2 ]
Wang, Rui [2 ]
机构
[1] Univ Jinan, Sch Elect Engn, Jinan 250000, Shandong, Peoples R China
[2] Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Shandong, Peoples R China
[3] China Elect Power Res Inst, Beijing 100192, Peoples R China
关键词
networked microgrids; robust optimization; energy transactions; uncertainty; MANAGEMENT;
D O I
10.1016/j.egypro.2019.01.060
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 alleviate the risk of energy transactions in networked microgrids (MGs) under uncertainties, such as renewable energy and transaction prices, a risk-averse energy transaction approach is proposed based on robust optimization A systematic combinatorial optimization is applied to model energy exchanges among MGs, and then a two-stage robust optimization model for energy transactions is formulated to optimize the joint operation of networked MGs. Furthermore, the proposed model can be effectively solved by column-and-constraint generation (C&CG) algorithm. Under different budgets of price uncertainty, the results show the proposed approach can not only achieve the optimal operational cost of networked MGs, but also ensure the robustness of energy transactions among MGs. (C) 2019 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:6595 / 6600
页数:6
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