Title :
Application of flower pollination algorithm for placement of distribution transformers in a low-voltage grid
Author :
Shyh-Jier Huang ; Pei-Hong Gu ; Wei-Fu Su ; Xian-Zong Liu ; Te-Yu Tai
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
Abstract :
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.
Keywords :
optimisation; power distribution planning; power transformers; customer satisfaction; decision support; distribution transformer placement; energy loss; flower pollination algorithm; low-voltage grid; optimization technique; transformer installation cost; Customer satisfaction; Genetic algorithms; Linear programming; Mathematical model; Optimization; Particle swarm optimization; Planning; Flower pollination algorithm; customer satisfaction; distribution transformer site planning;
Conference_Titel :
Industrial Technology (ICIT), 2015 IEEE International Conference on
Conference_Location :
Seville
DOI :
10.1109/ICIT.2015.7125274