Solving Load Phase Balancing Problem in LV Distribution Networks by Chaotic Simulated Annealing

被引:4
|
作者
Fei, Chunguo [1 ]
机构
[1] Civil Aviat Univ China, Coll Aeronaut Automat, Tianjin 300300, Peoples R China
来源
关键词
load phase balancing; power system; chaotic simulated annealing; combinatorial optimization; power less; low voltage; RECONFIGURATION;
D O I
10.4028/www.scientific.net/AMR.463-464.689
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Phase balancing problem is to make a feeder system balanced in terms of phases in low voltage (LV) distribution networks. In this paper, we investigate the use of chaotic simulated annealing (CSA) for realize phase balancing in the low voltage circuit of the distribution network. The network energy function of the CSA is constructed for objective function that defined the load balancing problem. The CSA is applied to solve the problem when load is represented in terms of current flow at the connection points. The results obtained using CSA are compared with those from a heuristic algorithm. Simulations results show that the CSA is very effective and outperforms the heuristic algorithm in terms of the maximum difference of the phase currents.
引用
收藏
页码:689 / 693
页数:5
相关论文
共 50 条
  • [1] An Improved Metaheuristic Algorithm for Load Balancing in LV Distribution Networks
    Ivanov, Ovidiu
    Neagu, Bogdan-Constantin
    Nitu, Andrei-Ioan
    Gavrilas, Mihai
    [J]. PROCEEDINGS OF 9TH INTERNATIONAL CONFERENCE ON MODERN POWER SYSTEMS (MPS 2021), 2021,
  • [2] Reconfiguration and load balancing in the LV and MV distribution networks for optimal performance
    Siti, Mukwanga W.
    Nicolae, Dan Valentin
    Jimoh, Adisa A.
    Ukil, Abhisek
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2007, 22 (04) : 2534 - 2540
  • [3] Grammatical Evolution Enhancing Simulated Annealing for the Load Balancing Problem in Cloud Computing
    Sabar, Nasser R.
    Song, Andy
    [J]. GECCO'16: PROCEEDINGS OF THE 2016 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 2016, : 997 - 1003
  • [4] Using phase swapping to solve load phase balancing by ADSCHNN in LV distribution network
    [J]. 1600, Science and Engineering Research Support Society (07):
  • [5] Phase balancing using simulated annealing
    Zhu, JX
    Bilbro, G
    Chow, MY
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 1999, 14 (04) : 1508 - 1513
  • [6] A performance comparison of chaotic simulated annealing models for solving the N-queen problem
    Kwok, T
    Smith, KA
    [J]. SOFT COMPUTING IN INDUSTRIAL APPLICATIONS, 2000, : 447 - 458
  • [7] Chaotic simulated annealing in multilayer feedforward networks
    Shaw, D
    Kinsner, W
    [J]. 1996 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING - CONFERENCE PROCEEDINGS, VOLS I AND II: THEME - GLIMPSE INTO THE 21ST CENTURY, 1996, : 265 - 269
  • [8] Solving the traveling salesman problem using Wang-Smith approach to chaotic simulated annealing
    Wang, LP
    Wan, CR
    [J]. IC-AI'2000: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 1-III, 2000, : 1461 - 1466
  • [9] Solving the classroom assignment problem with simulated annealing
    Martines-Alfaro, H
    Flores-Teran, G
    [J]. 1998 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5, 1998, : 3703 - 3708
  • [10] A Heuristic Algorithm for Solving the Problem of Load Balancing
    Wei, Jiayin
    Xu, Daoyun
    Qin, Yongbin
    Zhou, Jincheng
    [J]. 2015 SEVENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI), 2015, : 89 - 96