Economic Evaluation for 5G Planning of a Distribution Network Considering Network Coupling and Important Node Identification

被引:1
作者
Wang, Xiaowei [1 ]
Kang, Qiankun [1 ]
Guo, Liang [1 ]
Zhang, Fan [1 ]
Liang, Zhenfeng [1 ]
Gao, Jie [1 ]
Wang, Xue [1 ]
Liu, Weibo [1 ]
机构
[1] Xian Univ Technol, Sch Elect Engn, Xian 710054, Peoples R China
基金
中国国家自然科学基金;
关键词
5G mobile communication; Distribution networks; Planning; Couplings; Communication networks; Costs; Base stations; 5G; coupling relationship; node importance; economic evaluation; adaptive particle swarm; K-means; POWER GRIDS; DEPLOYMENT; CELLS; LINKS;
D O I
10.23919/PCMP.2023.000363
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
The rapid development of communication services in the power distribution network poses challenges for existing wireless communications, and the deployment of a fiber optic network is costly and difficult. The emerging 5G technology has been piloted in power distribution networks, though the cost-effectiveness of its large-scale deployment remains unclear. This paper proposes an economic evaluation method for 5G planning in power distribution networks, considering the coupling relationship between power distribution and communication networks and the identification of important network nodes. First, the objective function to solve the planned number of 5G base stations is established. This is solved using the adaptive particle swarm algorithm and K-means algorithm. Second, the coupling relationship between the distribution and communication networks is discussed and quantified. The node importance of the coupling network is analyzed to identify the important nodes, and micro base stations or optical fibers are added to improve the reliability of the distribution network at the communication level. Finally, an economic evaluation index of 5G planning of the distribution network is established. The paper compares the economic solutions of 5G and 4G communications in city and town scenarios using the IEEE 123-node network as an example, and concludes that the economics of 5G are better than those of 4G.
引用
收藏
页码:126 / 141
页数:16
相关论文
共 37 条
  • [1] Next Generation 5G Wireless Networks: A Comprehensive Survey
    Agiwal, Mamta
    Roy, Abhishek
    Saxena, Navrati
    [J]. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2016, 18 (03): : 1617 - 1655
  • [2] A review on synchrophasor communication system: communication technologies, standards and applications
    Appasani B.
    Mohanta D.K.
    [J]. Protection and Control of Modern Power Systems, 2018, 3 (1)
  • [3] When the Smart Grid Meets Energy-Efficient Communications: Green Wireless Cellular Networks Powered by the Smart Grid
    Bu, Shengrong
    Yu, F. Richard
    Cai, Yegui
    Liu, Xiaoping P.
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2012, 11 (08) : 3014 - 3024
  • [4] Cascading Failure Analysis Considering Interaction Between Power Grids and Communication Networks
    Cai, Ye
    Cao, Yijia
    Li, Yong
    Huang, Tao
    Zhou, Bin
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2016, 7 (01) : 530 - 538
  • [5] A Comprehensive Survey on the E2E 5G Network Slicing Model
    Chahbar, Mohammed
    Diaz, Gladys
    Dandoush, Abdulhalim
    Cerin, Christophe
    Ghoumid, Kamal
    [J]. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021, 18 (01): : 49 - 62
  • [6] Dynamic reconfiguration for TEG systems under heterogeneous temperature distribution via adaptive coordinated seeker
    Chen, Yijun
    Yang, Bo
    Guo, Zhengxun
    Wang, Jingbo
    Zhu, Mengmeng
    Li, Zilin
    Yu, Tao
    [J]. PROTECTION AND CONTROL OF MODERN POWER SYSTEMS, 2022, 7 (01)
  • [7] Capacity Demand based Multiobjective Optimal Small Cell Placement under Realistic Deployment Scenario
    Flattie, Ashagrie Getnet
    Haile, Beneyam B.
    Hailemariam, Dereje
    Mutafungwa, Edward
    Hamalainen, Jyri
    [J]. 2019 IEEE AFRICON, 2019,
  • [8] [高淑萍 Gao Shuping], 2023, [电力系统保护与控制, Power System Protection and Control], V51, P120
  • [9] Prediction method of important nodes and transmission lines in power system transactive management
    Geng, Junqi
    Sun, Xianming
    Li, Fei
    Wu, Xu
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2022, 208
  • [10] Optimized LTE Cell Planning With Varying Spatial and Temporal User Densities
    Ghazzai, Hakim
    Yaacoub, Elias
    Alouini, Mohamed-Slim
    Dawy, Zaher
    Abu-Dayya, Adnan
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (03) : 1575 - 1589