Improving Voltage Regulation in Distribution Systems Using PSO-based Optimization in the Presence of Renewable Energy Resources

被引:0
|
作者
Lima, Daniel F. [1 ]
Vieira, Jose C. M. [1 ]
机构
[1] Univ Sao Paulo, Sao Carlos Sch Engn, Dept Elect & Comp Engn, Sao Carlos, Brazil
基金
巴西圣保罗研究基金会;
关键词
distributed energy resources; particle swarm optimization; photovoltaic generation; step voltage regulator; voltage regulation;
D O I
10.1109/ISGT-LA56058.2023.10328268
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The effort to combat the climate crisis has increased the integration of renewable energy resources, posing operational challenges. The intermittent nature of renewable generation demands effective mitigation strategies for power quality problems regarding voltage regulation. In this context, Particle Swarm Optimization (PSO) is being extensively used; however, there is still a need for efficient models to address the challenges of high penetration levels of Distributed Energy Resources (DER). This paper focuses on providing effective voltage regulation in distribution systems with DERs and simultaneously reducing distribution losses, with reduced computational burden. A modification in the PSO algorithm is proposed to update the particle velocities based on the Line Drop Compensation method, enabling control of tap positions of step-voltage regulators in the presence of DERs while minimizing tap changes and losses. The proposed approach reduces computational complexity and addresses local minima in voltage regulation problems when using a PSO.
引用
收藏
页码:190 / 194
页数:5
相关论文
共 50 条
  • [31] Novel PSO-Based Algorithm for Workflow Time and Energy Optimization in a Heterogeneous Fog Computing Environment
    Chafi, Saad-Eddine
    Balboul, Younes
    Fattah, Mohammed
    Mazer, Said
    El Bekkali, Moulhime
    IEEE ACCESS, 2024, 12 : 41517 - 41530
  • [32] Control Strategy for Improving the Voltage Regulation Ability of Low-Carbon Energy Systems with High Proportion of Renewable Energy Integration
    Liu, Fei
    Mu, Yunfei
    Chen, Zhe
    ELECTRONICS, 2023, 12 (11)
  • [33] A PSO-based energy-efficient data collection optimization algorithm for UAV mission planning
    Lin, Lianhai
    Wang, Zhigang
    Tian, Liqin
    Wu, Junyi
    Wu, Wenxing
    PLOS ONE, 2024, 19 (01):
  • [34] Force Optimization of Elongated Undulating Fin Robot Using Improved PSO-Based CPG
    Nguyen, Van Dong
    Tran, Quang Duy
    Vu, Quoc Tuan
    Duong, Van Tu
    Nguyen, Huy Hung
    Hoang, Thi Thom
    Nguyen, Tan Tien
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [35] Faulted section identification method in the distribution systems with renewable energy resources
    Lee, Han-Seong
    Jeon, Cheol-Woo
    Kim, Young-Kook
    Lim, Seong-Il
    Transactions of the Korean Institute of Electrical Engineers, 2014, 63 (10): : 1321 - 1327
  • [36] Energy Storage for Water Desalination Systems Based on Renewable Energy Resources
    Maghrabie, Hussein M.
    Olabi, Abdul Ghani
    Rezk, Ahmed
    Radwan, Ali
    Alami, Abdul Hai
    Abdelkareem, Mohammad Ali
    ENERGIES, 2023, 16 (07)
  • [37] Sensitivity-Based Model of Low Voltage Distribution Systems with Distributed Energy Resources
    Di Fazio, Anna Rita
    Russo, Mario
    Valeri, Sara
    De Santis, Michele
    ENERGIES, 2016, 9 (10)
  • [38] Dynamic sensitivity-based clustering of distributed energy resources using LoRaWAN technology for voltage regulation in distribution networks
    Gargoom, Ameen
    Elmusrati, Mohammed
    Gaouda, Ahmed
    IET Generation, Transmission and Distribution, 2024, 18 (24): : 4134 - 4153
  • [39] Coordinating Control of an Offshore LVDC Microgrid Based Renewable Energy Resources for Voltage Regulation and Circulating Current Minimization
    Nassar, Walid
    Anaya-Lara, Olimpo
    Ahmed, Khaled
    ENERGIES, 2021, 14 (12)
  • [40] Blockchain based transactive energy systems for voltage regulation in active distribution networks
    Saxena, Shivam
    Farag, Hany E. Z.
    Turesson, Hjalmar
    Kim, Henry
    IET SMART GRID, 2020, 3 (05) : 646 - 656