Distribution system reconfiguration using a modified Tabu Search algorithm

被引:189
作者
Abdelaziz, A. Y. [1 ]
Mohamed, F. M. [1 ]
Mekhamer, S. F. [1 ]
Badr, M. A. L. [1 ]
机构
[1] Ain Shams Univ, Fac Engn, Elect Power & Machines Dept, Cairo, Egypt
关键词
Distribution system reconfiguration; Power loss reduction; Modified Tabu Search; DISTRIBUTION NETWORK RECONFIGURATION; LOSS REDUCTION; FEEDER RECONFIGURATION; IMPLEMENTATION;
D O I
10.1016/j.epsr.2010.01.001
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 article presents an efficient meta-heuristic method for reconfiguration of distribution systems. A modified Tabu Search (MTS) algorithm is used to reconfigure distribution systems so that active power losses are globally minimized with turning on/off sectionalizing switches TS algorithm is introduced with some modifications such as using a tabu list with variable size according to the system size Also. a random multiplicative move is used in the search process to diversify the search toward unexplored regions. The Kirchhoff algebraic method is adopted to check the radial topology of the system A salient feature of the MTS method is that It can quickly provide a global optimal or near-optimal solution to the network reconfiguration problem. To verify the effectiveness of the proposed approach, the effect of load variation is taken into consideration and comparative studies are conducted on three test systems with rather encouraging results. The obtained results, using the proposed MTS approach, are compared with that obtained using other approaches in the previous work (C) 2010 Elsevier B V All rights reserved
引用
收藏
页码:943 / 953
页数:11
相关论文
共 18 条
[1]   NETWORK RECONFIGURATION IN DISTRIBUTION-SYSTEMS FOR LOSS REDUCTION AND LOAD BALANCING [J].
BARAN, ME ;
WU, FF .
IEEE TRANSACTIONS ON POWER DELIVERY, 1989, 4 (02) :1401-1407
[2]   NETWORK RECONFIGURATION IN DISTRIBUTION-SYSTEMS USING SIMULATED ANNEALING [J].
CHANG, HC ;
KUO, CC .
ELECTRIC POWER SYSTEMS RESEARCH, 1994, 29 (03) :227-238
[3]   OPTIMAL NETWORK RECONFIGURATIONS IN DISTRIBUTION-SYSTEMS .2. SOLUTION ALGORITHMS AND NUMERICAL RESULTS [J].
CHIANG, HD ;
JEANJUMEAU, R .
IEEE TRANSACTIONS ON POWER DELIVERY, 1990, 5 (03) :1568-1574
[4]   DISTRIBUTION FEEDER RECONFIGURATION FOR LOSS REDUCTION [J].
CIVANLAR, S ;
GRAINGER, JJ ;
YIN, H ;
LEE, SSH .
IEEE TRANSACTIONS ON POWER DELIVERY, 1988, 3 (03) :1217-1223
[5]  
Glover F., 1989, ORSA Journal on Computing, V1, P190, DOI [10.1287/ijoc.2.1.4, 10.1287/ijoc.1.3.190]
[6]   Application of simulated annealing and tabu search for loss minimization in distribution systems [J].
Jeon, YJ ;
Kim, JC .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2004, 26 (01) :9-18
[7]   ARTIFICIAL NEURAL-NETWORK-BASED FEEDER RECONFIGURATION FOR LOSS REDUCTION IN DISTRIBUTION-SYSTEMS [J].
KIM, H ;
KO, Y ;
JUNG, KH .
IEEE TRANSACTIONS ON POWER DELIVERY, 1993, 8 (03) :1356-1366
[8]   A tabu search approach to distribution network reconfiguration for loss reduction [J].
Li, KK ;
Chung, TS ;
Chen, GJ ;
Tang, GQ .
ELECTRIC POWER COMPONENTS AND SYSTEMS, 2004, 32 (06) :571-585
[9]  
Mekhamer S.F., 2008, Proceedings of the Twelfth International Middle-East Power Systems Conference, P397
[10]  
MISHIMA Y, 2005, ELECT ENG JAPAN, V152