Application of flower pollination algorithm for placement of distribution transformers in a low-voltage grid

Shyh-Jier Huang; Pei Hong Gu; Wei Fu Su; Xian Zong Liu; Te Yu Tai

doi:10.1109/ICIT.2015.7125274

Application of flower pollination algorithm for placement of distribution transformers in a low-voltage grid

Shyh-Jier Huang, Pei Hong Gu, Wei Fu Su, Xian Zong Liu, Te Yu Tai

Department of Electrical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

17 Citations (Scopus)

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.

Original language	English
Title of host publication	2015 IEEE International Conference on Industrial Technology, ICIT 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1280-1285
Number of pages	6
Volume	2015-June
Edition	June
DOIs	https://doi.org/10.1109/ICIT.2015.7125274
Publication status	Published - 2015 Jun 16
Event	2015 IEEE International Conference on Industrial Technology, ICIT 2015 - Seville, Spain Duration: 2015 Mar 17 → 2015 Mar 19

Other

Other	2015 IEEE International Conference on Industrial Technology, ICIT 2015
Country/Territory	Spain
City	Seville
Period	15-03-17 → 15-03-19

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering
Computer Science Applications

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10.1109/ICIT.2015.7125274

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Huang, S.-J., Gu, P. H., Su, W. F., Liu, X. Z., & Tai, T. Y. (2015). Application of flower pollination algorithm for placement of distribution transformers in a low-voltage grid. In 2015 IEEE International Conference on Industrial Technology, ICIT 2015 (June ed., Vol. 2015-June, pp. 1280-1285). Article 7125274 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICIT.2015.7125274

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title = "Application of flower pollination algorithm for placement of distribution transformers in a low-voltage grid",

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.",

author = "Shyh-Jier Huang and Gu, {Pei Hong} and Su, {Wei Fu} and Liu, {Xian Zong} and Tai, {Te Yu}",

year = "2015",

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doi = "10.1109/ICIT.2015.7125274",

language = "English",

volume = "2015-June",

pages = "1280--1285",

booktitle = "2015 IEEE International Conference on Industrial Technology, ICIT 2015",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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note = "2015 IEEE International Conference on Industrial Technology, ICIT 2015 ; Conference date: 17-03-2015 Through 19-03-2015",

}

Huang, S-J, Gu, PH, Su, WF, Liu, XZ & Tai, TY 2015, Application of flower pollination algorithm for placement of distribution transformers in a low-voltage grid. in 2015 IEEE International Conference on Industrial Technology, ICIT 2015. June edn, vol. 2015-June, 7125274, Institute of Electrical and Electronics Engineers Inc., pp. 1280-1285, 2015 IEEE International Conference on Industrial Technology, ICIT 2015, Seville, Spain, 15-03-17. https://doi.org/10.1109/ICIT.2015.7125274

Application of flower pollination algorithm for placement of distribution transformers in a low-voltage grid. / Huang, Shyh-Jier; Gu, Pei Hong; Su, Wei Fu et al.
2015 IEEE International Conference on Industrial Technology, ICIT 2015. Vol. 2015-June June. ed. Institute of Electrical and Electronics Engineers Inc., 2015. p. 1280-1285 7125274.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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N2 - 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.

AB - 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.

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Application of flower pollination algorithm for placement of distribution transformers in a low-voltage grid

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