PSO Algorithm for Optimal Placement of Multiple Spy Based Distributed Generators in Microgrids

被引:0
|
作者
Dawoud, Samir M. [1 ,2 ]
Lin Xiangning [1 ]
Flaih, Firas M. F. [1 ]
Okba, Merfat I. [1 ]
机构
[1] Huazhong Univ Sci & Technol, Sch Elect & Elect Engn, Wuhan 430074, Hubei, Peoples R China
[2] Tanta Univ, Dept Elect Power & Machines Engn, Tanta, Egypt
关键词
Power loss minimization; Solar Photovoltaic (SPV); Particle Swarm Optimization (PSO) algorithm; Optimal size and location; DG UNITS; VOLTAGE STABILITY; CAPACITY; LOCATION; SYSTEMS;
D O I
暂无
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
Renewable distributed generation (RDG) has an overall positive impact on a microgrid. These RDGs are usually located near to the load centers which lead to some benefits such as; system power loss; voltage profile and stability improvement; environmental friendliness, rescheduling system upgrading, and reliability enhancement. In this paper, the particle swarm optimization (PSO) has been proposed to find the optimal location of solar photovoltaic (SPV) based in a microgrid. PSO has been applied to improve the power losses of radial networks considering different constraints related to the distribution network. A novel average overall voltage stability index has been proposed, in this paper which can quantify voltage stability levels of buses in a microgrid. Beta probability distribution function has been used to calculate the solar radiation. The proposed technique has been tested on 33-bus and 69-bus microgrid system. The improvements in voltage profile and average overall voltage stability index of the RDGs have been observed. To confirm the suggested PSO technique the results have been compared with the other popular algorithms.
引用
收藏
页码:125 / 129
页数:5
相关论文
共 50 条
  • [41] Optimal placement of distributed generators networks using evolutionary programming
    de Souza, Benemar A.
    de Albuquerque, Joao M. C.
    2006 IEEE/PES TRANSMISSION & DISTRIBUTION CONFERENCE & EXPOSITION: LATIN AMERICA, VOLS 1-3, 2006, : 145 - +
  • [42] Distributed Optimal Power Dispatch Based on Bisection Lambda Iteration Algorithm for Microgrids
    Xu, Bowen
    Guo, Fanghong
    Zhang, Wen-An
    Xie, Zhihan
    Wang, Linqing
    Huang, Liuliu
    PROCEEDINGS OF THE 2021 IEEE 16TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2021), 2021, : 2076 - 2081
  • [43] Optimal Placement and Location of Distributed Generators in Distorted Distribution System
    Kavitha, D.
    Renuga, P.
    Priya, S. Muthamil
    2014 IEEE INTERNATIONAL CONFERENCE ON CIRCUIT, POWER AND COMPUTING TECHNOLOGIES (ICCPCT-2014), 2014, : 533 - 539
  • [44] Distributed Optimal Placement Generators in a Medium Voltage Redial Feeder
    Lekhuleni, Teddy
    Twala, Bhekisipho
    SYMMETRY-BASEL, 2022, 14 (08):
  • [45] Optimal placement and sizing of multi distributed generators using Teaching and Learning Based Optimization
    Ganivada, Phanindra Kumar
    Venkaiah, Chintham
    2014 INTERNATIONAL CONFERENCE ON SMART ELECTRIC GRID (ISEG), 2014,
  • [46] Optimal Switch Placement by Alliance Algorithm for Improving Microgrids Reliability
    Calderaro, Vito
    Lattarulo, Valerio
    Piccolo, Antonio
    Siano, Pierluigi
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2012, 8 (04) : 925 - 934
  • [47] Cuckoo search algorithm for optimal siting and sizing of multiple distributed generators in distribution grids
    Ahmadi, Bahman
    Ceylan, Oguzhan
    Ozdemir, Aydogan
    2019 MODERN ELECTRIC POWER SYSTEMS (MEPS), 2019,
  • [48] Distributed Optimal Control for Multiple Microgrids in a Distribution Network
    Zhang, Wei
    Xu, Yinliang
    IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (04) : 3765 - 3779
  • [49] Optimal placement of battery swap stations in microgrids with micro pumped hydro storage systems, photovoltaic, wind and geothermal distributed generators
    Jordehi, A. Rezaee
    Javadi, Mohammad Sadegh
    Catalao, Joao P. S.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2021, 125
  • [50] A PSO-based algorithm for optimal multiple chiller systems operation
    Beghi, Alessandro
    Cecchinato, Luca
    Cosi, Giovanni
    Rampazzo, Mirco
    APPLIED THERMAL ENGINEERING, 2012, 32 : 31 - 40