Distribution network reactive power planning based on improved evolutionary strategy theory

被引:0
|
作者
Sheng Siqing [1 ]
Li Xing [1 ]
Lu Yang [1 ]
机构
[1] North China Elect Power Univ, Sch Elect & Elect Engn, Baoding 071003, Hebe Province, Peoples R China
关键词
Distribution network; Evolution strategy; Initial population; Mutation operator; Reactive power planning;
D O I
10.4028/www.scientific.net/AMR.732-733.1023
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In this paper a distribution network reactive power planning mathematical model was established, taking the minimized sum of electrical energy loss at the different load operation modes and the investment for reactive power compensation equipments as objective function to solve the planning question respectively and taking the transformer tap as equality constraint. The evolution strategy is improved, The Euclidean distance is introduced into the formation of the initial population, and the initial population under the max load operation mode is based on the optimal solution of the min load condition. The Cauchy mutation and variation coefficient are introduced into the evolution strategy method. By means of improvement of fitness to ensure diversity of population in early and accuracy of the fitness value.
引用
收藏
页码:1023 / 1028
页数:6
相关论文
共 50 条
  • [1] Evolutionary strategy method for reactive power planning of power systems
    Han, Jingdong
    Dong, Feng
    Ju, Ping
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2000, 24 (17): : 16 - 19
  • [2] Reactive power optimization based on improved GA for rural distribution network
    Wang, Yan
    Xiao, Zhigang
    Chen, Li
    Zhang, Shuguang
    Nongye Jixie Xuebao/Transactions of the Chinese Society of Agricultural Machinery, 2006, 37 (06): : 148 - 150
  • [3] Reactive power planning in high voltage power distribution network
    Qingdao Power Supply Company, Qingdao 266002, China
    不详
    Dianli Xitong Baohu yu Kongzhi, 2009, 22 (68-70+76):
  • [4] Reactive power planning of distribution network based on active-reactive power adjustment capability of distributed generation
    Shen Y.
    Xiong S.
    Shen F.
    Liang L.
    Zhang C.
    Zhang X.
    Ke D.
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2018, 38 (12): : 46 - 52
  • [5] Reactive Power Optimization and Reconstruction of Distribution Network Based on Improved GSA Algorithm
    Yi, Xiuqing
    Tian, Miao
    Chen, Cheng
    Zhang, Guilin
    2021 IEEE IAS INDUSTRIAL AND COMMERCIAL POWER SYSTEM ASIA (IEEE I&CPS ASIA 2021), 2021, : 674 - 679
  • [6] An Improved Reactive Power Control Strategy for Overvoltage Fluctuation of Distribution Network with High Penetration of PVs
    Liu, Jiayan
    Li, Yong
    Liu, Fang
    Miao, Miao
    Cao, Yijia
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 9321 - 9325
  • [7] A New Type of Power Distribution Network Planning Based on Active Control Strategy
    Yu, Nanhua
    Song, Xudong
    Cui, Guanglu
    Zong, Peng Peng
    Yang, Qinchen
    Wu, Jianchao
    Ding, Nan
    4TH INTERNATIONAL CONFERENCE ON MECHANICAL AUTOMATION AND MATERIALS ENGINEERING (ICMAME 2015), 2015, : 183 - 188
  • [8] Power distribution network optimization planning based on improved ant colony algorithm
    School of Microelectronics, Xidian University, Xi'an 710071, China
    Hsi An Chiao Tung Ta Hsueh, 2007, 6 (727-731):
  • [9] Study on Reactive Power Optimization of Active Distribution Network Based on Bifurcation Theory
    Dai, Xianbin
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON ELECTRONIC SCIENCE AND AUTOMATION CONTROL, 2015, 20 : 234 - 237
  • [10] Reactive power optimal planning of distribution network with harmonic mitigation
    Zhao, Shu-Qiang
    Ma, Yan-Feng
    He, Chun
    Power System Technology, 2004, 28 (06) : 71 - 75