Optimal Power Distribution Network Reconfiguration using Cuckoo Search

被引:0
|
作者
Herazo, Efren
Quintero, Michell [1 ]
Candelo, John [2 ]
Soto, Jose [3 ]
Guerrero, Javier [4 ]
机构
[1] Univ Costa, Elect Engn Program, Barranquilla, Colombia
[2] Univ Nacl Medellin, Medellin, Colombia
[3] Univ Norte Barranquilla, Barranquilla, Colombia
[4] Univ Norte, Barranquilla, Colombia
来源
2015 4TH INTERNATIONAL CONFERENCE ON ELECTRIC POWER AND ENERGY CONVERSION SYSTEMS (EPECS) | 2015年
关键词
Ant Colony Optimization; Cuckoo Search algorithm; distribution system; distribution network reconfiguration; real power; ANT COLONY OPTIMIZATION;
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
This paper presents an adaptation of a new metaheuristic algorithm known as Cuckoo Search (CS) to solve the distribution network reconfiguration problem (DNRC), where the objective is to minimize the real power losses subject to constraints such as voltage levels in nodes, current levels in branches, and maintaining a radial topology in the distribution test system. The performance of the proposed method is compared with a popular meta-heuristic algorithm, Ant Colony Optimization (ACO). The methods have been tested on the IEEE 37 bus radial distribution system. Experiments were carried out to compare the simulation time, which is a critical measure for the real implementation of the method in real power distribution systems.
引用
收藏
页数:6
相关论文
共 50 条
  • [31] Reliability Improvement and Loss Minimization by Optimal Distribution Network Reconfiguration
    Kamfotis, Panagiotis A.
    Georgilakis, Pavlos S.
    2020 6TH IEEE INTERNATIONAL ENERGY CONFERENCE (ENERGYCON), 2020, : 23 - 28
  • [32] Multicriteria analysis for optimal reconfiguration of a distribution network in case of failures
    Guanochanga, Edison
    Aguila, Alexander
    Ortiz, Leony
    HELIYON, 2023, 9 (03)
  • [33] Optimal reconfiguration of a smart distribution network in the presence of shunt capacitors
    Sana Sadeghi
    Alireza Jahangiri
    Ahmad Ghaderi Shamim
    Electrical Engineering, 2024, 106 : 603 - 614
  • [34] Cuckoo Search Algorithm for Power Loss Minimization by Optimal Capacitor Allocation in Radial Power Systems
    Baysal, Yesim A.
    Altas, Ismail H.
    PROCEEDINGS OF THE 2016 INTERNATIONAL SYMPOSIUM ON INNOVATIONS IN INTELLIGENT SYSTEMS AND APPLICATIONS (INISTA), 2016,
  • [35] Particle Size Distribution Inversion of Cuckoo Search Algorithm Using Weber Distribution
    Shan Liang
    Zha Tingting
    Kong Ming
    Hong Bo
    ACTA OPTICA SINICA, 2022, 42 (02)
  • [36] Power Loss Minimization in Distribution System Using Network Reconfiguration in the Presence of Distributed Generation
    Rao, R. Srinivasa
    Ravindra, K.
    Satish, K.
    Narasimham, S. V. L.
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (01) : 317 - 325
  • [37] Investigation of Load Variant Under Power Distribution Network Reconfiguration Using EPSO Algorithm
    Long, Wong Kok
    Sulaima, Mohamad Fani
    Nasir, Mohamad Naim Mohd
    Bohari, Zulhasrizal
    PRZEGLAD ELEKTROTECHNICZNY, 2024, 100 (05): : 124 - 128
  • [38] Distribution Systems Reconfiguration Using Ant Colony Optimization and Harmony Search Algorithms
    Abdelaziz, Almoataz Y.
    Osama, Reham A.
    Elkhodary, Salem M.
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2013, 41 (05) : 537 - 554
  • [39] Reliability enhancement using optimal distribution feeder reconfiguration
    Kavousi-Fard, Abdollah
    Akbari-Zadeh, Mohammad-Reza
    NEUROCOMPUTING, 2013, 106 : 1 - 11
  • [40] Cuckoo Search via Levy Flight Applied to Optimal Water Supply System Design
    Soto, Ricardo
    Crawford, Broderick
    Olivares, Rodrigo
    Castro, Carlos
    Escarate, Pia
    Calderon, Steve
    RECENT TRENDS AND FUTURE TECHNOLOGY IN APPLIED INTELLIGENCE, IEA/AIE 2018, 2018, 10868 : 383 - 395