Genetic algorithm based control for unbalanced low voltage networks

被引:0
|
作者
Oramas-Pinero, Carlos [1 ]
Vega-Fuentes, Eduardo [2 ]
Deniz, Fabian [3 ]
机构
[1] Univ Las Palmas Gran Canaria, Las Palmas Gran Canaria, Spain
[2] Univ Las Palmas Gran Canaria, Inst Appl Microelect, Las Palmas Gran Canaria, Spain
[3] Univ Las Palmas Gran Canaria, Dept Elect Engn, Las Palmas Gran Canaria, Spain
关键词
low voltage networks; voltage unbalance; genetic algorithm;
D O I
暂无
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
There always exist unbalance in low voltage networks. It has adverse effects like current increase and voltage drops below regulatory limits in the most loaded phase, presence of current in the neutral conductor, over-voltage problems in the least loaded phase, and feeder tripping due to neutral overcurrent. Classic solutions involve grid reinforcements. In this paper a control methodology that may be applied to any unbalanced network is proposed. A real unbalanced low voltage network was modeled and simulated with OpenDSS and Matlab. The proposed control based on genetic algorithm found the least number of phase swaps required to restore voltage violations. It resulted in percentage voltage unbalance factor improvement and 18% losses reduction.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Modeling of electric springs and their multi-objective voltage control based on continuous genetic algorithm for unbalanced distribution networks
    Tapia-Tinoco, Guillermo
    Granados-Lieberman, David
    Valtierra-Rodriguez, Martin
    Avina-Cervantes, Juan Gabriel
    Garcia-Perez, Arturo
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2022, 138
  • [2] Modeling of electric springs and their multi-objective voltage control based on continuous genetic algorithm for unbalanced distribution networks
    Tapia-Tinoco, Guillermo
    Granados-Lieberman, David
    Valtierra-Rodriguez, Martin
    Avina-Cervantes, Juan Gabriel
    Garcia-Perez, Arturo
    [J]. International Journal of Electrical Power and Energy Systems, 2022, 138
  • [3] Medium Voltage to Low Voltage Load Flow Algorithm for Unbalanced Islanded Microgrids
    Pompodakis, Evangelos E.
    Kryonidis, Georgios C.
    Alexiadis, Minas C.
    [J]. 2019 54TH INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC), 2019,
  • [4] Coordinated voltage control in 3 phase unbalanced distribution system with multiple regulators using Genetic Algorithm
    Shivarudrswamy, R.
    Gaonkar, D. N.
    Nayak, Sanjeev K.
    [J]. 2011 2ND INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY ENGINEERING (ICAEE), 2012, 14 : 1199 - 1206
  • [5] Probabilistic simulation framework for balanced and unbalanced low voltage networks
    Klonari, Vasiliki
    Toubeau, Jean-Francois
    De Greve, Zacharie
    Durieux, Olgan
    Lobry, Jacques
    Vallee, Francois
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 82 : 439 - 451
  • [6] Unbalanced Current Sharing Control in Islanded Low Voltage Microgrids
    Najafi, Foad
    Hamzeh, Mohsen
    Fripp, Matthias
    [J]. ENERGIES, 2018, 11 (10)
  • [7] Probabilistic Voltage Sensitivity based Preemptive Voltage Monitoring in Unbalanced Distribution Networks
    Abujubbeh, Mohammad
    Munikoti, Sai
    Natarajan, Balasubramaniam
    [J]. 2020 52ND NORTH AMERICAN POWER SYMPOSIUM (NAPS), 2021,
  • [8] Effects of Distributed Generation on Power Losses in Unbalanced Low Voltage Networks
    Bignucolo, Fabio
    Caldon, Roberto
    Coppo, Massimiliano
    Turri, Roberto
    [J]. 2018 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2018,
  • [9] Modeling of Unbalanced Operating Modes in Low-Voltage Distribution Networks
    Naumov, Igor, V
    Podyachikh, Sergey, V
    Ivanov, Dmitry A.
    Yakupova, Marina A.
    Fedorinova, Elvira S.
    [J]. IMITATION MARKET MODELING IN DIGITAL ECONOMY: GAME THEORETIC APPROACHES, 2022, 368 : 516 - 525
  • [10] Voltage regulation in low voltage distribution networks with unbalanced penetrations of photovoltaics and battery storage systems
    Micallef, Alexander
    Spiteri-Staines, Cyril
    Licari, John
    [J]. IET SMART GRID, 2024, 7 (03) : 264 - 276