Application of fuzzy algorithm in optimal reconfiguration of distribution networks for loss reduction and load balancing

被引:0
作者
Hooshmand, R. [1 ]
Mashhoor, E.
机构
[1] Univ Isfahan, Dept Elect Engn, Esfahan, Iran
[2] Univ KN Toosi, Tehran, Iran
来源
ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS | 2006年 / 14卷 / 01期
关键词
fuzzy algorithm; load balancing; loss reduction; reconfiguration;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a new method employing heuristic rules is presented for optimal reconfiguration of distribution networks with the aim of loss reduction and load balancing. We use two separately algorithms for each objective. In passing from the initial configuration to the final one, for the two above algorithms, network parameters (contain loss and load balancing index) are calculated for each configuration and all intermediate configurations are stored. The optimal configuration is chosen from the viewpoints of loss reduction and load balancing with regarding importance grade of each objective. The current and voltage constraints and transfer power of lines in the distribution network are not crisp and have a fuzzy nature. Therefore, implementation of the proposed algorithm by considering fuzzy restrictions for these constraints leads to a configuration which is more adaptable to the realities of the network. So, the proposed algorithm with fuzzy constraints also is solved and its impression on optimal solution under different circumstances of loading is studied in the network. Finally, to show the effectiveness of the proposed methodology, the algorithm is implemented on two standard networks and the results are presented.
引用
收藏
页码:15 / 23
页数:9
相关论文
共 20 条
[1]  
[Anonymous], 1974, Introduction to the Theory of Statistics
[2]   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
[3]  
BULTER KL, 2001, IEEE T POWER SYST, V16, P653
[4]   A new method of network reconfiguration for service restoration in shipboard power systems [J].
Butler, KL ;
Sarma, NDR ;
Prasad, VR .
1999 IEEE TRANSMISSION AND DISTRIBUTION CONFERENCE, VOLS 1 & 2, 1999, :658-662
[5]   THE USE OF PARAMETRIC PROGRAMMING IN FUZZY LINEAR-PROGRAMMING [J].
CHANAS, S .
FUZZY SETS AND SYSTEMS, 1983, 11 (03) :243-251
[6]  
CHEN CS, 2000, APPL BINARY INTEGER
[7]   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
[8]   OPTIMAL NETWORK RECONFIGURATIONS IN DISTRIBUTION-SYSTEMS .1. A NEW FORMULATION AND A SOLUTION METHODOLOGY [J].
CHIANG, HD ;
JEANJUMEAU, R .
IEEE TRANSACTIONS ON POWER DELIVERY, 1990, 5 (04) :1902-1909
[9]  
CHIN HC, 2000, SIMPLE DISTRIBUTION
[10]  
CHOI DS, 1995, 45TH8130 IEEE, P376