Distribution system minimum loss reconfiguration in the Hyper-Cube Ant Colony Optimization framework

被引:74
作者
Carpaneto, Enrico [1 ]
Chicco, Gianfranco [1 ]
机构
[1] Politecn Torino, Dipartimento Ingn Elettr, I-10129 Turin, Italy
关键词
Ant colony; Distribution systems; Heuristic methods; Hyper-Cube Optimization Framework; Minimum losses; Optimal reconfiguration;
D O I
10.1016/j.epsr.2008.06.009
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
This paper presents an original application of the Ant Colony Optimization concepts to the optimal reconfiguration of distribution systems, with the objective of minimizing the distribution system losses in the presence of a set of structural and operational constraints. The proposed algorithm starts from the current configuration of the system and proceeds by progressively introducing variations in the configuration according to local and global heuristic rules developed within the Hyper-Cube Ant Colony Optimization framework. Results of numerical tests carried out on a classical system and on a large real urban distribution system are presented to show the effectiveness of the proposed approach. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:2037 / 2045
页数:9
相关论文
共 57 条
  • [1] AHUIA A, 2005, P 37 N AM POW S OCT
  • [2] An AIS-ACO hybrid approach for multi-objective distribution system reconfiguration
    Ahuja, Ashish
    Das, Sanjoy
    Pahwa, Anil
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (03) : 1101 - 1111
  • [3] ANNALURU R, 2004, P CEC2004 C EV COMP, P2
  • [4] [Anonymous], 2006, IEEE COMPUT INTELL M
  • [5] Augugliaro A, 1999, EUR T ELECTR POWER, V9, P35, DOI 10.1002/etep.4450090104
  • [6] NETWORK RECONFIGURATION IN DISTRIBUTION-SYSTEMS FOR LOSS REDUCTION AND LOAD BALANCING
    BARAN, ME
    WU, FF
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (02) : 1401 - 1407
  • [7] Batrinu F, 2005, P IEEE POW TECH 2005
  • [8] The hyper-cube framework for ant colony optimization
    Blum, C
    Dorigo, M
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2004, 34 (02): : 1161 - 1172
  • [9] Convergence of the backward/forward sweep method for the load-flow analysis of radial distribution systems
    Bompard, E
    Carpaneto, E
    Chicco, G
    Napoli, R
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2000, 22 (07) : 521 - 530
  • [10] CARPANETO E, 2005, P PSCC 2005 LIEG BEL