Environmentally Friendly Optimization of Coupled Power-Transportation Network considering Mixed Traffic Flow

被引:0
作者
Cao, Zhiao [1 ]
Han, Yinghua [2 ]
Zhao, Qiang [1 ]
Zhao, Shuyi [3 ]
Zhao, Wenzhuo [4 ]
机构
[1] Northeastern Univ Qinhuangdao, Sch Control Engn, Qinhuangdao, Hebei, Peoples R China
[2] Northeastern Univ Qinhuangdao, Sch Comp & Commun Engn, Qinhuangdao, Hebei, Peoples R China
[3] Taylors Univ, Sch Accounting & Finance, Lakeside Campus, Subang Jaya 47500, Malaysia
[4] Northeastern Univ, Sydney Smart Technol Coll, Qinhuangdao, Hebei, Peoples R China
来源
2023 6TH INTERNATIONAL CONFERENCE ON ELECTRONICS AND ELECTRICAL ENGINEERING TECHNOLOGY, EEET 2023 | 2023年
基金
中国国家自然科学基金;
关键词
electric vehicle; coupled power and transportation network; carbon emission; charging price; environmentally friendly oriented optimization model; CHARGING STATIONS; OPERATIONS;
D O I
10.1109/EEET61723.2023.00027
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 explosive growth of electric vehicles makes the deep coupling between the power distribution network and the urban transportation network, in which the mixed flow consisting of electric vehicles and conventional gasoline vehicles exposes the coupled network to operational problems of congestion and carbon emission overruns. Considering this, this paper constructs an environmentally friendly oriented optimization model for coupled power and transportation networks. Specifically, the mixed flow in a coupled network is considered, the charging price is optimized to guide the charging behavior of electric vehicle users, and the carbon emission cost is adopted to schedule the routes of gasoline vehicles. To solve the optimization model of the coupled network, an accelerated Gauss-Seidel algorithm is designed to obtain the equilibrium state of the entire system, the optimization problems of both networks are solved in an iterative manner and eventually converge to the equilibrium state. A coupled power and transportation network consisting of a modified IEEE-33 bus distribution network and a 20-link transportation network is conducted as a case study, and the impact of charging prices and carbon emissions on the operational strategies of coupled networks is analyzed. The effectiveness of the proposed environmentally friendly oriented optimization model in promoting the cost reduction and flow equilibrium of the coupled network is verified.
引用
收藏
页码:173 / 178
页数:6
相关论文
共 18 条
  • [1] Optimal Pricing to Manage Electric Vehicles in Coupled Power and Transportation Networks
    Alizadeh, Mahnoosh
    Wai, Hoi-To
    Chowdhury, Mainak
    Goldsmith, Andrea
    Scaglione, Anna
    Javidi, Tara
    [J]. IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2017, 4 (04): : 863 - 875
  • [2] Cao Zhiao, 2023, 2023 8th International Conference on Computer and Communication Systems (ICCCS), P380, DOI 10.1109/ICCCS57501.2023.10151255
  • [3] Cao Z. A..., 2023, IEEE Trans. Transp. Electrific.
  • [4] Optimal Pricing of Public Electric Vehicle Charging Stations Considering Operations of Coupled Transportation and Power Systems
    Cui, Yan
    Hu, Zechun
    Duan, Xiaoyu
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (04) : 3278 - 3288
  • [5] Davidson K., 1966, AUSTR ROAD RES BOARD, V3
  • [6] Smart charging management system for electric vehicles in coupled transportation and power distribution systems
    Geng, Lijun
    Lu, Zhigang
    He, Liangce
    Zhang, Jiangfeng
    Li, Xueping
    Guo, Xiaoqiang
    [J]. ENERGY, 2019, 189
  • [7] Hierarchical Game for Low-Carbon Energy and Transportation Systems Under Dynamic Hydrogen Pricing
    Guo, Hui
    Gong, Dandan
    Zhang, Lijun
    Wang, Fei
    Du, Dajun
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 19 (02) : 2008 - 2018
  • [8] IEA, 2022, Global EV Outlook 2022
  • [9] Collaborative EV Routing and Charging Scheduling With Power Distribution and Traffic Networks Interaction
    Liu, Jiayan
    Lin, Gang
    Huang, Sunhua
    Zhou, Yang
    Rehtanz, Christian
    Li, Yong
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2022, 37 (05) : 3923 - 3936
  • [10] Optimal Power and Semi-Dynamic Traffic Flow in Urban Electrified Transportation Networks
    Lv, Si
    Wei, Zhinong
    Sun, Guoqiang
    Chen, Sheng
    Zang, Haixiang
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (03) : 1854 - 1865