Robust Operation of Flexible Distribution Network With Large-Scale EV Charging Loads

被引:9
|
作者
Zhao, Jinli [1 ]
Qu, Jiahui [1 ]
Ji, Haoran [1 ]
Xu, Jing [2 ]
Hasanien, Hany M. [3 ]
Turky, Rania A. [4 ]
Li, Peng [1 ]
机构
[1] Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China
[2] State Grid Tianjin Elect Power Co, Econ & Tech Res Inst, Tianjin 300171, Peoples R China
[3] Ain Shams Univ, Fac Engn, Cairo 11517, Egypt
[4] Future Univ Egypt, Fac Engn & Technol, Dept Elect Engn, Cairo 11835, Egypt
来源
IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION | 2024年 / 10卷 / 01期
基金
中国国家自然科学基金;
关键词
Uncertainty; Distribution networks; Regulation; Behavioral sciences; Optimization; Transportation; Costs; Distributionally robust optimization (DRO); electric vehicles (EVs); flexible distribution network (FDN); multiterminal soft open point (SOP); uncertainty; ACTIVE DISTRIBUTION NETWORKS; ELECTRIC VEHICLES; ENERGY-STORAGE; OPTIMIZATION;
D O I
10.1109/TTE.2023.3285889
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
The increasing integration of electric vehicles (EVs) significantly challenges the efficient operation of distribution networks. With the rapid development of power electronic devices represented by soft open point (SOP), flexible distribution networks (FDNs) provide a promising opportunity for integrating large-scale EVs. In this article, a robust operation method is proposed to improve the economy of EVs and ensure the flexible operation of FDN. First, an EVs-aggregator (EVs-AGG) model is formulated to incorporate diverse charging behaviors. The EVs-AGG is efficiently integrated into FDN through the dc link of multiterminal SOP. Then, optimal operation strategies are obtained by coordinating EVs charging/discharging power with the regulation of multiterminal SOP. Furthermore, considering the uncertainties of EVs and photovoltaics, a robust operation framework is established to deal with uncertainties. Finally, case studies based on a practical distribution network indicate that through the interactive power regulation between multiterminal SOP and EVs-AGG, the proposed method alleviates the negative impacts caused by large-scale EVs integration and improves the operational flexibility of FDN.
引用
收藏
页码:2207 / 2219
页数:13
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