Research on dynamic robust planning method for active distribution network considering correlation

被引:0
|
作者
Li, Jiangnan [1 ]
Zhou, Baorong [2 ]
Yao, Wenfeng [2 ]
Zhao, Wenmeng [2 ]
Cheng, Renli [1 ]
Ou, Mingyu [1 ]
Wang, Tao [2 ]
Mao, Tian [2 ]
机构
[1] Shenzhen Power Supply Co, China Southern Power Grid, Shenzhen, Peoples R China
[2] China Southern Power Grid, Elect Power Res Inst, Guangzhou, Peoples R China
关键词
diversity; reliability; correlation; robust planning; distributed energy distribution network; ECONOMIC-DISPATCH; LOAD;
D O I
10.3389/fenrg.2023.1338136
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 universality of load subjects in distribution network brings challenges to the reliability of distribution network planning results. In this paper, a two-stage dynamic robust distribution network planning method considering correlation is proposed. The method evaluates the correlation between random variables using the Spearman rank correlation coefficient, and converts the correlated random variables into mutually independent random variables by Cholesky decomposition and independent transformation; expresses the source-load uncertainty by a bounded interval without distribution, and describes the active distribution network planning as a dynamic zero-sum game problem by combining with the two-phase dynamic robust planning; use the Benders decomposition approach to tackle the issue; mathematical simulation is used to confirm the accuracy and efficacy of the method. The results show that the dynamic robustness planning method of active distribution network taking into account the correlation can accurately simulate the operation of active distribution network with uncertain boundaries, which enhances the reliability and economy of the active distribution network planning results.
引用
收藏
页数:15
相关论文
共 50 条
  • [41] Planning for Energy Storage System Considering Risk of Inflexibility in Active Distribution Network
    Ye, Xi
    Tang, Quan
    Li, Ting
    Tong, Xue
    Yang, Ou
    Wen, FengRui
    Li, HuaQiang
    PROCEEDINGS OF 2019 IEEE 3RD INTERNATIONAL ELECTRICAL AND ENERGY CONFERENCE (CIEEC), 2019, : 259 - 263
  • [42] Flexible planning of active distribution network expansion considering source and load uncertainty
    Cai J.
    Zhang T.
    Wang C.
    Xie N.
    Zhu B.
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2019, 39 (10): : 109 - 115
  • [43] Distribution network planning method considering distributed generation for peak cutting
    Ouyang, Wu
    Cheng, Haozhong
    Zhang, Xiubin
    Yao, Liangzhong
    ENERGY CONVERSION AND MANAGEMENT, 2010, 51 (12) : 2394 - 2401
  • [44] Distributed generation planning in active distribution network considering demand side management and network reconfiguration
    Zhang, Shenxi
    Cheng, Haozhong
    Wang, Dan
    Zhang, Libo
    Li, Furong
    Yao, Liangzhong
    APPLIED ENERGY, 2018, 228 : 1921 - 1936
  • [45] Identification of Weak Link for Active Distribution Network Considering Correlation of Photovoltaic Output
    Sun, Yuanyuan
    Cheng, Kaiqiang
    Xu, Qingshen
    Li, Daoyu
    Li, Yahui
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2022, 46 (15): : 96 - 103
  • [46] Optimization and Control of Voltage Security in Active Distribution Network Considering Global Correlation
    Chen Z.
    Gu D.
    Guo Q.
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2023, 47 (21): : 99 - 107
  • [47] Research on Distribution Network Reconfiguration Method Considering Switching Operations
    Yang Fan
    Liu Jun
    Lu Bingbing
    2018 3RD ASIA CONFERENCE ON POWER AND ELECTRICAL ENGINEERING (ACPEE 2018), 2018, 366
  • [48] A Dynamic Distribution Network Planning Considering Intermittency of Load and Renewable Power Generation
    Ugranli, Faruk
    2018 6TH INTERNATIONAL ISTANBUL SMART GRIDS AND CITIES CONGRESS AND FAIR (ICSG ISTANBUL 2018), 2018, : 86 - 90
  • [49] Research on reliability evaluation method of active distribution network
    Yue, Chao
    Qi, Qiumin
    Wang, Yu
    Wang, Bojun
    Zhang, Xilong
    2019 INTERNATIONAL CONFERENCE ON ADVANCED ELECTRONIC MATERIALS, COMPUTERS AND MATERIALS ENGINEERING (AEMCME 2019), 2019, 563
  • [50] Robust planning of energy storage in distribution network considering source-network-load flexible resources
    Zhu X.
    Lu G.
    Xie W.
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2021, 41 (08): : 8 - 16