Optimal location and sizing determination of Distributed Generation and DSTATCOM using Particle Swarm Optimization algorithm

被引:161
|
作者
Devi, S. [1 ]
Geethanjali, M. [2 ]
机构
[1] Natl Coll Engn, Dept EEE, Tirunelveli 627151, India
[2] Thiagarajar Coll Engn, Dept EEE, Madurai 625015, Tamil Nadu, India
关键词
Distributed Generation (DG); Distribution Static Compensator (DSTATCOM); Radial Distribution System (RDS); Loss Sensitivity Factor (LSF); Particle Swarm Optimization (PSO); DISTRIBUTION-SYSTEMS; POWER-FLOW; CAPACITOR ALLOCATION; PLACEMENT;
D O I
10.1016/j.ijepes.2014.05.015
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A Particle Swarm Optimization algorithm for finding the optimal location and sizing of Distributed Generation and Distribution STATicCOMpensator (DSTATCOM) with the aim of reducing the total power loss along with voltage profile improvement of Radial Distribution System is proposed in this paper. The new-fangled formulation projected is inspired by the idea that the optimum placement of the DG and DSTATCOM can facilitate in minimization of the line loss and voltage dips in Radial Distribution Systems. A complete performance analysis is carried out on 12, 34 and 69 bus radial distribution test systems and each test system has five different cases. The results analyzed using Loss Sensitivity Factor shows the optimal placement and sizing of DG and DSTATCOM in Radial Distribution System effectively improves the voltage profile and reduces the total power losses of the system. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:562 / 570
页数:9
相关论文
共 50 条
  • [1] Optimal Sizing of Distributed Generation using Particle Swarm Optimization
    Kumari, R. V. S. Laksmi
    Kumar, G. V. Nagesh
    Nagaraju, S. Siva
    Jain, M. Babita
    [J]. 2017 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING, INSTRUMENTATION AND CONTROL TECHNOLOGIES (ICICICT), 2017, : 499 - 505
  • [2] A COMBINATION OF GENETIC ALGORITHM AND PARTICLE SWARM OPTIMIZATION FOR OPTIMAL DISTRIBUTED GENERATION LOCATION AND SIZING IN DISTRIBUTION SYSTEMS WITH FUZZY OPTIMAL THEORY
    Moradi, M. H.
    Abedini, M.
    [J]. INTERNATIONAL JOURNAL OF GREEN ENERGY, 2012, 9 (07) : 641 - 660
  • [3] Application of Improved Particle Swarm Optimization Algorithm in the Location and Capacity Determination of Distributed Generation
    Wen, Chunxue
    Xiong, Qi
    Zhou, Xichao
    Li, Jianlin
    Zhou, Jinghua
    [J]. 2020 23RD INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS), 2020, : 483 - 488
  • [4] Analytical Hybrid Particle Swarm Optimization Algorithm for Optimal Siting and Sizing of Distributed Generation in Smart Grid
    Syed Muhammad Arif
    Akhtar Hussain
    Tek Tjing Lie
    Syed Muhammad Ahsan
    Hassan Abbas Khan
    [J]. Journal of Modern Power Systems and Clean Energy, 2020, 8 (06) : 1221 - 1230
  • [5] Optimal Sizing and Deploying of Distributed Generation Unit using a Modified Multiobjective Particle Swarm Optimization
    Mahajan, Shreya
    Vadhera, Shelly
    [J]. 2016 IEEE 6TH INTERNATIONAL CONFERENCE ON POWER SYSTEMS (ICPS), 2016,
  • [6] Analytical Hybrid Particle Swarm Optimization Algorithm for Optimal Siting and Sizing of Distributed Generation in Smart Grid
    Arif, Syed Muhammad
    Hussain, Akhtar
    Lie, Tek Tjing
    Ahsan, Syed Muhammad
    Khan, Hassan Abbas
    [J]. JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2020, 8 (06) : 1221 - 1230
  • [7] Optimal Placement and Sizing of Distributed Generation for Power Loss Reduction using Particle Swarm Optimization
    Bhumkittipich, Krischonme
    Phuangpornpitak, Weerachai
    [J]. 10TH ECO-ENERGY AND MATERIALS SCIENCE AND ENGINEERING SYMPOSIUM, 2013, 34 : 307 - 317
  • [8] Locating and Sizing of Distributed Generation Based on Particle Swarm Optimization
    Shi, Yunpeng
    [J]. 4TH INTERNATIONAL CONFERENCE ON ENERGY SCIENCE AND APPLIED TECHNOLOGY (ESAT 2018), 2019, 2066
  • [9] Optimal Allocation and Sizing of Solar Panels Generation via Particle Swarm Optimization Algorithm
    Zeb, Muhammad Zulqarnain
    Imran, Kashif
    Janjua, Abdul Kashif
    Nadeem, Muhammad
    Amin, Awais
    [J]. 2019 2ND INTERNATIONAL CONFERENCE ON COMPUTING, MATHEMATICS AND ENGINEERING TECHNOLOGIES (ICOMET), 2019,
  • [10] A combination of genetic algorithm and particle swarm optimization for optimal DG location and sizing in distribution systems
    Moradi, M. H.
    Abedini, M.
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2012, 34 (01) : 66 - 74