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
  • [31] Simulation model of active distribution network lines with high proportion distributed photovoltaic energy storage access
    Zhai, Di
    Ye, Wenhua
    Ma, Ming
    Deng, Yunshu
    Yang, Jingchen
    INTERNATIONAL JOURNAL OF RENEWABLE ENERGY DEVELOPMENT-IJRED, 2025, 14 (02): : 290 - 298
  • [32] Research on optimal configuration of distributed photovoltaic access distribution network based on three-phase unbalance
    Wu B.
    Shan L.
    Wang Q.
    Gao Y.
    Zhang L.
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2019, 47 (24): : 108 - 114
  • [33] Research on the Voltage Regulation of Distribution Network with Distributed Photovoltaic
    Yu Xiaodong
    Cao Kan
    Yan Bingke
    Cai Defu
    Zhou Kunpeng
    Wan Li
    PROCEEDINGS OF 2021 2ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS '21), 2021,
  • [34] Evaluation Index System of Power Supply Margin in Distribution Network
    Sun, Weiqing
    Yang, Jingyuan
    Jia, Shuangrui
    Zhang, Wei
    2018 22ND INTERNATIONAL CONFERENCE ELECTRONICS, 2018,
  • [35] Study on Clean Evaluation Index System for Intelligent Distribution Network
    Wang, Xiaojing
    Sun, Haojie
    Zhang, Xinyan
    2ND INTERNATIONAL CONFERENCE ON NEW ENERGY AND RENEWABLE RESOURCES (ICNERR 2017), 2017, : 251 - 256
  • [36] System Dynamics Simulation of Shared Value of Distributed Photovoltaic and Its Impact on Distribution Network
    Zhang T.
    Xie M.
    Wang B.
    Yukita K.
    Wang, Beibei (wangbeibei@seu.edu.cn), 1600, Automation of Electric Power Systems Press (45): : 35 - 44
  • [37] Index data distribution strategy in a distributed network
    Cai, Fen
    Yu, Hui
    JOURNAL OF HIGH SPEED NETWORKS, 2016, 22 (01) : 43 - 53
  • [38] A Comprehensive Evaluation Method for Power Quality of Distributed Photovoltaic Integration into Distribution Networks Based on Credibility Theory
    Zou, Shuiqiang
    Chen, Yuanjun
    Zhou, Peng
    Qia, Xiong
    Huang, Zhipeng
    Tuo, Zeng
    Zeng, Jingyao
    2024 10TH INTERNATIONAL CONFERENCE ON POWER ELECTRONICS SYSTEMS AND APPLICATIONS, PESA 2024, 2024,
  • [39] Comprehensive evaluation of distributed energy system
    Liu, Dian-Hai
    Yang, Yong-Ping
    Yang, Kun
    Yang, Zhi-Ping
    Guo, Xi-Yan
    Kung Cheng Je Wu Li Hsueh Pao/Journal of Engineering Thermophysics, 2005, 26 (03): : 382 - 384
  • [40] Spatial-temporal comprehensive matching evaluation method for distribution network with distributed generation
    Xiao, Jun
    Li, Hang
    Bai, Linquan
    Zhang, Xinsong
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2020, 30 (12):