Optimal configuration of distributed generation based on sparrow search algorithm

被引:14
|
作者
Wang, Hairui [1 ]
Xianyu, Jianchuan [1 ]
机构
[1] Shanghai Dian Ji Univ, Business Sch, Shanghai 201306, Peoples R China
关键词
OPTIMAL ALLOCATION;
D O I
10.1088/1755-1315/647/1/012053
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Aiming at the problem of how to effectively configure distributed generation (DG) in the distribution network, an optimization configuration model of DG with the lowest total system operating cost as the objective function, system power flow, node voltage, branch current and distributed power capacity as constraints is established. In this paper, a new technique based on the sparrow search algorithm (SSA), is used to solve the optimal configuration model of DG for the first time. Finally, the IEEE 33 distribution system is used as an example to perform simulation, which verifies the rationality of the optimal configuration model and the effectiveness and superiority of the SSA, which can more efficiently solve the problem about optimal configuration of DG.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Research on the optimal capacity configuration of green storage microgrid based on the improved sparrow search algorithm
    Zhu, Nan
    Ma, Xiaoning
    Guo, Ziyao
    Shen, Chen
    Liu, Jie
    FRONTIERS IN ENERGY RESEARCH, 2024, 12
  • [2] Optimal configuration of distributed generation based on improved grey optimization algorithm
    Cai, Guowei
    Liu, Xu
    Zhang, Wang
    Meng, Tao
    Zheng, Tianyu
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2019, 40 (01): : 134 - 141
  • [3] A stochastic configuration network based on chaotic sparrow search algorithm
    Zhang, Chenglong
    Ding, Shifei
    KNOWLEDGE-BASED SYSTEMS, 2021, 220
  • [4] TIME-OPTIMAL TRAJECTORY GENERATION FOR INDUSTRIAL ROBOTS BASED ON ELITE MUTATION SPARROW SEARCH ALGORITHM
    Li C.
    Chao Y.
    Chen S.
    Li J.
    Yuan Y.
    International Journal of Robotics and Automation, 2023, 38 (02) : 126 - 135
  • [5] TIME-OPTIMAL TRAJECTORY GENERATION FOR INDUSTRIAL ROBOTS BASED ON ELITE MUTATION SPARROW SEARCH ALGORITHM
    Li, Chunyan
    Chao, Yongsheng
    Chen, Shuai
    Li, Jiarong
    Yuan, Yiping
    INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION, 2023, 38 (02): : 126 - 135
  • [6] Optimal configuration of distributed power generation based on an improved sooty tern optimization algorithm
    Xiao Y.
    Yu Y.
    Zhang G.
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2022, 50 (03): : 148 - 155
  • [7] CAPACITY OPTIMIZATION CONFIGURATION OF DC MICROGRID BASED ON IMPROVED SPARROW SEARCH ALGORITHM
    Lai J.
    Wen X.
    Zhang Q.
    Wang J.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2023, 44 (08): : 157 - 163
  • [8] Time Optimal Trajectory Planing Based on Improved Sparrow Search Algorithm
    Zhang, Xiaofeng
    Xiao, Fan
    Tong, XiLiang
    Yun, Juntong
    Liu, Ying
    Sun, Ying
    Tao, Bo
    Kong, Jianyi
    Xu, Manman
    Chen, Baojia
    Frontiers in Bioengineering and Biotechnology, 2022, 10
  • [9] Time Optimal Trajectory Planing Based on Improved Sparrow Search Algorithm
    Zhang, Xiaofeng
    Xiao, Fan
    Tong, XiLiang
    Yun, Juntong
    Liu, Ying
    Sun, Ying
    Tao, Bo
    Kong, Jianyi
    Xu, Manman
    Chen, Baojia
    FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2022, 10
  • [10] A cooperative stochastic configuration network based on differential evolutionary sparrow search algorithm for prediction
    Fang, Wenhao
    Shen, Bo
    Pan, Anqi
    Zou, Lei
    Song, Baoye
    SYSTEMS SCIENCE & CONTROL ENGINEERING, 2024, 12 (01)