Application of Flower Pollination Algorithm for Placement of Distribution Transformers in A Low-Voltage Grid

被引:0
作者
Huang, Shyh-Jier [1 ]
Gu, Pei-Hong [1 ]
Su, Wei-Fu [2 ]
Liu, Xian-Zong [1 ]
Tai, Te-Yu [1 ]
机构
[1] Natl Cheng Kung Univ, Dept Elect Engn, 1 Univ Rd, Tainan 70101, Taiwan
[2] Kun Shan Univ, Dept Elect Engn, Tainan 710, Taiwan
来源
2015 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT) | 2015年
关键词
Flower pollination algorithm; distribution transformer site planning; customer satisfaction; EVOLUTION;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper presents an application of flower pollination algorithm for the decision support of distribution transformer placement in a low-voltage grid. The study starts with the model formulation by taking the level of customer satisfaction, transformer installation cost, and energy loss into consideration. It is followed by the application of flower pollination algorithm such that the site decision can be well guided through this optimization technique. To validate the effectiveness of the approach, the method has been tested through an example system with comparisons to other published methods. The test outcome demonstrates the satisfactory computation performance, supporting the feasibility of the method for the application to a grid system that is considered.
引用
收藏
页码:1280 / 1285
页数:6
相关论文
共 14 条
[1]   Hybrid algorithm of differential evolution and evolutionary programming for optimal reactive power flow [J].
Chung, C. Y. ;
Liang, C. H. ;
Wong, K. P. ;
Duan, X. Z. .
IET GENERATION TRANSMISSION & DISTRIBUTION, 2010, 4 (01) :84-93
[2]  
Cossi AM, 2005, IEEE T POWER DELIVER, V20, P205, DOI [10.1109/TPWRD.2004.839229, 10.1109/tpwrd.2004.839229]
[3]   Planning and Projects of Secondary Electric Power Distribution Systems [J].
Cossi, Antonio Marcos ;
Romero, Ruben ;
Sanches Montovani, Jose Roberto .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (03) :1599-1608
[4]   Planning of large rural low-voltage networks using evolution strategies [J].
Díaz-Dorado, E ;
Pidre, JC ;
García, EM .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (04) :1594-1600
[5]   Design of large rural low-voltage networks using dynamic programming optimization [J].
Díaz-Dorado, E ;
Miguez, E ;
Cidrás, J .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2001, 16 (04) :898-903
[6]   Planning of optimal location and sizes of distribution transformers using integer programming [J].
Jovanovic, DM .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2003, 25 (09) :717-723
[7]   Low voltage distribution optimization: Site, quantity and size of distribution transformers [J].
Mendoza, Jorge E. ;
Lopez, Miguel E. ;
Pena, Hector E. ;
Labra, David A. .
ELECTRIC POWER SYSTEMS RESEARCH, 2012, 91 :52-60
[8]   A Framework for Optimal Planning in Large Distribution Networks [J].
Najafi, Sajad ;
Hosseinian, Seyed Hossein ;
Abedi, Mehrdad ;
Vahidnia, Arash ;
Abachezadeh, Saeed .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (02) :1019-1028
[9]  
Ramezani M., 2006, POW EN SOC GEN M QUE, P1
[10]   New multiobjective Tabu search algorithm for fuzzy optimal planning of power distribution systems [J].
Ramírez-Rosado, IJ ;
Domínguez-Navarro, JA .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (01) :224-233