Distribution Network Reconfiguration Based on Simulated Annealing Immune Algorithm

被引:11
作者
Chen, Jie [1 ]
Zhang, Fan [2 ]
Zhang, Yuexi [2 ]
机构
[1] Xian Univ Technol, Dept Elect Engn, Xian, Shaanxi Provinc, Peoples R China
[2] Changqing Water & Power Supply Dept, Qincheng, Gansu, Peoples R China
来源
PROCEEDINGS OF INTERNATIONAL CONFERENCE ON SMART GRID AND CLEAN ENERGY TECHNOLOGIES (ICSGCE 2011) | 2011年 / 12卷
关键词
Distribution network reconfiguration; simulated annealing; immune algorithm;
D O I
10.1016/j.egypro.2011.10.037
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
A distribution network reconfiguration method based on simulated annealing immune (SAI) algorithm is proposed in this paper. According to the characteristics of reconfiguration, loop encoding is used and the public switches between loops are disposed in advance, so the individuals in evolution turn to be feasible. Besides, the historic and present optimal individuals are combined to construct vaccine dynamically, and not only the speed of evolution searching but also the individual performance can be improved by inoculation. On the other hand, the selection operator based on Boltzmann annealing method, high frequency mutation and immune supplement are used to keep the population diversity. Through the improvements, the early maturity is avoided effectively. Reconfiguration results show the prompt convergence and effectiveness of proposed method. (C) 2011 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of University of Electronic Science and Technology of China (UESTC).
引用
收藏
页数:7
相关论文
共 13 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]  
Ge Shao-yun, 2004, Power System Technology, V28, P22
[3]  
Liu Li, 2000, Proceedings of the CSEE, V20, P66
[4]  
Liu Wei, 2004, Power System Technology, V28, P29
[5]  
Meng Wen-chuan, 2006, Proceedings of the CSEE, V26, P25
[6]  
Sun Xiaoliang, 2007, COMPUTER ENG DESIGN, V28, P3960
[7]  
[王凌 Wang Ling], 2002, [计算机工程与应用, Computer Engineering and Application], V38, P8
[8]  
Yongjie Li, 2002, COMM CIRC SYST W SIN, V2, P1165
[9]  
Yu Jian-ming, 2009, Power System Technology, V33, P100
[10]  
Yu Yi-xin, 2001, Power System Technology, V25, P19