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Expansion Planning of Soft Open Points Based Distribution System Considering EV Traffic Flow
Shen,Yichen1; Zhang,Shenxi1; Ding,Maosheng2; Cheng,Haozhong1; Li,Canbing1; Liu,Dundun3
2023
Source PublicationIEEE Transactions on Industry Applications
ISSN0093-9994
Volume60Issue:1Pages:1229-1239
Abstract

Regarding distribution systems coupled with transportation networks, this study proposes an expansion planning approach to minimize various costs with respect to soft open point (SOP) based distribution system and electric vehicle (EV) navigation. An energy consumption model of EV that considers traffic flow is developed to analyze charging behaviors of EVs. Subsequently, the EV average speed and related energy consumption is estimated to generate optimal charging routes. The proposed model of the EV energy consumption can help to minimize the cost of navigating EVs along the transportation network according to the traffic flow. Referring to the distribution system, the total cost associated with the investment and maintenance of network assets as well as subsequent operations is optimized. Hereafter, an expansion planning model of distribution system considering EV navigation is established. A relaxation approach is employed through which the prescribed nonconvex mixed-integer nonlinear planning model is converted into the form of mixed-integer second order cone programming that can be efficiently solved by commonly used solvers. A 54-bus distribution system coupled with a 35-node transportation network is employed in the case study section to verify the effectiveness of the proposed method. The rationality of considering SOP deployment and EV navigation is validated.

KeywordDistribution System Planning Ev Navigation Soft Open Points Traffic Flow Transportation Network
DOI10.1109/TIA.2023.3293496
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaEngineering ; Engineering, Multidisciplinary ; Engineering, Electrical & Electronic
WOS IDWOS:001245906700066
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC445 HOES LANE, PISCATAWAY, NJ 08855-4141
Scopus ID2-s2.0-85164750884
Fulltext Access
Citation statistics
Document TypeJournal article
CollectionUniversity of Macau
Corresponding AuthorZhang,Shenxi
Affiliation1.Shanghai Jiao Tong University, Shanghai 200240, China
2.Power Research Institute of State Grid Ningxia Electric Power Company, Ltd., Yinchuan 750002, China
3.Zhuhai UM Science and Technology Research Institute, University of Macau, Zhuhai 519000, China
Recommended Citation
GB/T 7714
Shen,Yichen,Zhang,Shenxi,Ding,Maosheng,et al. Expansion Planning of Soft Open Points Based Distribution System Considering EV Traffic Flow[J]. IEEE Transactions on Industry Applications, 2023, 60(1), 1229-1239.
APA Shen,Yichen., Zhang,Shenxi., Ding,Maosheng., Cheng,Haozhong., Li,Canbing., & Liu,Dundun (2023). Expansion Planning of Soft Open Points Based Distribution System Considering EV Traffic Flow. IEEE Transactions on Industry Applications, 60(1), 1229-1239.
MLA Shen,Yichen,et al."Expansion Planning of Soft Open Points Based Distribution System Considering EV Traffic Flow".IEEE Transactions on Industry Applications 60.1(2023):1229-1239.
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