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
  • [41] OLAMAIE J, 2006, P IEEE POW IND C APR
  • [42] PAHWA A, 2003, P IEEE POW ENG SOC G, V1, P135
  • [43] PEPONIS G, 1995, IEE P-GENER TRANSM D, V142, P631, DOI 10.1049/ip-gtd:19952155
  • [44] PEREIRA FS, 2006, P IEEE IPES TRANSM D
  • [45] Path-based distribution network modeling:: Application to reconfiguration for loss reduction
    Ramos, ER
    Expósito, AG
    Santos, JR
    Iborra, FL
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (02) : 556 - 564
  • [46] Reeves CR., 1993, Modern Heuristic Techniques for Combinatorial Problems
  • [47] A SURVEY OF THE STATE-OF-THE-ART IN DISTRIBUTION-SYSTEM RECONFIGURATION FOR SYSTEM LOSS REDUCTION
    SARFI, RJ
    SALAMA, MMA
    CHIKHANI, AY
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 1994, 31 (01) : 61 - 70
  • [48] Fast reconfiguration of distribution systems considering loss minimization
    Schmidt, HP
    Ida, N
    Kagan, N
    Guaraldo, JC
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (03) : 1311 - 1319
  • [49] SHU H, 2005, P IEEE PES TRANSM DI
  • [50] Distribution network reconfiguration for loss reduction by ant colony search algorithm
    Su, CT
    Chang, CF
    Chiou, JP
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2005, 75 (2-3) : 190 - 199