Optimal PV Size and Location to Reduce Active Power Losses While Achieving Very High Penetration Level With Improvement in Voltage Profile Using Modified Jaya Algorithm

被引:27
作者
Diab Hraiz, Makawi [1 ]
Martin Garcia, Juan Andres [2 ]
Jimenez Castaneda, Rafael [1 ]
Muhsen, Hani [3 ]
机构
[1] Ave Univ Cadiz, Escuela Super Ingn UCA, Dept Elect Engn, Cadiz 11519, Spain
[2] Univ Cadiz, Dept Elect Engn, Escuela Politecn Super Algeciras, Cadiz 11202, Spain
[3] German Jordanian Univ, Sch Appl Tech Sci, Madaba 11180, Jordan
来源
IEEE JOURNAL OF PHOTOVOLTAICS | 2020年 / 10卷 / 04期
关键词
Distribution networks; Heuristic algorithms; Sociology; Statistics; Photovoltaic systems; Optimization; Electrical networks; high penetration; Jaya algo-rithm; photovoltaic (PV) systems; DISTRIBUTED GENERATION; PHOTOVOLTAIC PENETRATION; DISTRIBUTION NETWORKS; DISTRIBUTION-SYSTEMS; OPTIMIZATION; STORAGE;
D O I
10.1109/JPHOTOV.2020.2995580
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
In this article, a new multiobjective algorithm is proposed for determining the optimal sizing and allocation of the photovoltaic (PV) systems in radial distribution systems. A Jaya algorithm is modified to find the optimal PV capacities for limited bus locations at the network. The proposed algorithm showed better performance against known techniques, and the results are presented. Besides, a new distinguished methodology is improved and developed based on the Jaya Algorithm to find the optimum capacity of each PV system that satisfies an improvement of the voltage profile and reduces power losses under high penetration levels. Also, optimum capacities are determined by considering the connection of the PV systems for all buses along with the network. Furthermore, the proposed method is verified on the standard IEEE-33 bus test system with high penetration rates. Simulation and validation are obtained by MATPOWER and OCTAVE software.
引用
收藏
页码:1166 / 1174
页数:9
相关论文
共 45 条
  • [1] Al Momanii T., 2017, IEEE 8 INT REN EN C, P1
  • [2] Aly AI, 2010, IEEE POW ENER SOC GE
  • [3] Adaptive Real Power Capping Method for Fair Overvoltage Regulation of Distribution Networks With High Penetration of PV Systems
    Alyami, Saeed
    Wang, Yang
    Wang, Caisheng
    Zhao, Junhui
    Zhao, Bo
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2014, 5 (06) : 2729 - 2738
  • [4] [Anonymous], 2014, THESIS
  • [5] [Anonymous], 2012, INT C REN EN POW QUA
  • [6] Bondriya P., 2018, ASIAN J ELECT SCI, V7, P47
  • [7] Photovoltaic (PV) Impact Assessment for Very High Penetration Levels
    Cheng, Danling
    Mather, Barry A.
    Seguin, Richard
    Hambrick, Joshua
    Broadwater, Robert P.
    [J]. IEEE JOURNAL OF PHOTOVOLTAICS, 2016, 6 (01): : 295 - 300
  • [8] Dadkhah A, 2016, Int J Electr Electron Eng Telecommun, V5, P1
  • [9] Optimal placement of distributed energy storage systems in distribution networks using artificial bee colony algorithm
    Das, Choton K.
    Bass, Octavian
    Kothapalli, Ganesh
    Mahmoud, Thair S.
    Habibi, Daryoush
    [J]. APPLIED ENERGY, 2018, 232 : 212 - 228
  • [10] Deshmukh M., 2016, INT J COMPUT APPL, V133, P5, DOI [10.5120/ijca2016907632, DOI 10.5120/IJCA2016907632]