Comprehensive Evaluation Index System of Distribution Network for Distributed Photovoltaic Access

被引:2
|
作者
Xiao, Jinxing [1 ]
Ye, Ying [2 ]
Wang, Fa [2 ]
Shen, Jieshi [2 ]
Gao, Feng [2 ]
机构
[1] State Grid Shanghai Municipal Elect Power Co, Shanghai, Peoples R China
[2] State Grid Shanghai Jinshan Elect Power Supply Co, Shanghai, Peoples R China
来源
关键词
particle swarm algorithm; Gaussian mixture model; voltage distribution index; analytic hierarchy process; comprehensive evaluation index system; POWER; MODEL;
D O I
10.3389/fenrg.2022.892579
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
Affected by the light intensity and multiple adjacent stations, the output power of photovoltaic power stations presents the characteristics of randomness and correlation, which puts forward new requirements for the safe operation and planning evaluation of the distribution network. First, in order to accurately describe the randomness and fluctuation of photovoltaic output, a Gaussian mixture model based on an improved optimal particle swarm optimization algorithm is proposed, and the joint probability density function of multiple photovoltaic outputs is solved. Then, the power flow equation is linearized, the linear expressions of bus voltage and line power flow are derived, and the joint probability distributions of multi-node voltage and multi-line power flow are obtained, respectively. Based on this, the reliability index and voltage quality index in the presence of the distributed renewable energy were constructed. Finally, the novel power grid planning evaluation index is tested in a real system in China, the combined weight is determined by the analytic hierarchy process, and the comprehensive evaluation results are obtained. The simulation results prove the feasibility of the evaluation index system.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] The Evaluation of Ultimate Capacity for Distributed Photovoltaic Access Distribution Network Considering Uncertainty
    Zhou, Jun-Huang
    Zhang, Yong-Jun
    2018 3RD ASIA CONFERENCE ON POWER AND ELECTRICAL ENGINEERING (ACPEE 2018), 2018, 366
  • [2] Solutions for the Distributed Photovoltaic Access Distribution Network Relay Protection
    Lei, Da
    Yang, Yunlei
    Hu, Mingjian
    Meng, Qingmeng
    Liu, Liqun
    2020 5TH ASIA CONFERENCE ON POWER AND ELECTRICAL ENGINEERING (ACPEE 2020), 2020, : 1492 - 1496
  • [3] Comprehensive evaluation index system of total supply capability in distribution network
    Zhang, Linyao
    Wu, Guilian
    Yang, Jingyuan
    Jia, Shuangrui
    Zhang, Wei
    Sun, Weiqing
    2017 3RD INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND MATERIAL APPLICATION (ESMA2017), VOLS 1-4, 2018, 108
  • [4] The Comprehensive Evaluation of Impact of Distributed PV on Distribution Network
    Dong, Xinghua
    Gao, Yunhui
    Ma, Tianshun
    Liu, Jinlong
    Xia, Rongsheng
    Huang, Yichen
    2015 5TH INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES (DRPT 2015), 2015, : 2046 - 2050
  • [5] Fast Power Flow Calculation for Radiation Distribution Network with Distributed Photovoltaic Access
    Li H.
    Zhou L.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2019, 34 (19): : 4119 - 4134
  • [6] A comprehensive evaluation system of urban distribution network
    Han, Zhentao
    Huang, Zhiwei
    Ge, Shaoyun
    Qiu, Ye
    Liu, Hong
    Luo, Junping
    Dianwang Jishu/Power System Technology, 2012, 36 (08): : 95 - 99
  • [7] A Comprehensive Evaluation System Urban Distribution Network
    Meng, Junxia
    Tang, Wei
    Tang, Hongwei
    Xu, Wei
    Wang, Mingzheng
    PROCEEDINGS OF 2018 IEEE 4TH INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC 2018), 2018, : 1139 - 1143
  • [8] Comprehensive evaluation of impacts of distributed generation integration in distribution network
    Peng, Sujiang
    Zhou, Erbiao
    Ji, Fengkun
    Cao, Xinhui
    Liu, Lingshuang
    Liu, Zifa
    Wang, Xuyang
    Cai, Xiaoyu
    2018 ASIA CONFERENCE ON ENERGY AND ENVIRONMENT ENGINEERING (ACEEE 18), 2018, 133
  • [9] Comprehensive Evaluation of Impacts of Connecting Distributed Generation to the Distribution Network
    Jin, Wei
    Shi, Xuemei
    Ge, Fei
    Zhang, Wei
    Wu, Hongbin
    Zhong, Chengyuan
    JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2017, 12 (02) : 621 - 631
  • [10] A Comprehensive Evaluation of Distributed Photovoltaic Power Quality Based on Time Probability Distribution
    Liu, Yang
    Li, Lisheng
    Zhang, Anbin
    Yu, Haidong
    Zhang, Shidong
    Huang, Min
    Liu, Wenbin
    You, Xinhong
    Zhang, Pengping
    2022 4TH INTERNATIONAL CONFERENCE ON SMART POWER & INTERNET ENERGY SYSTEMS, SPIES, 2022, : 1973 - 1978