Biogeography-based Optimization Based on Population Competition Strategy for Solving the Substation Location Problem

ASIA unversity > 管理學院 > 經營管理學系 > 期刊論文 > Item 310904400/111599

請使用永久網址來引用或連結此文件: http://asiair.asia.edu.tw/ir/handle/310904400/111599

題名:	Biogeography-based Optimization Based on Population Competition Strategy for Solving the Substation Location Problem
作者:	Li, L.-L;Yang, Y.-F.;Yang, Y.-F.;Wang, C.-H.;Wang, C.-H.;林國平;Lin, Kuo-Ping;*
貢獻者:	經營管理學系
日期:	2018-05
上傳時間:	2018-10-22 03:44:13 (UTC+0)
摘要:	Location planning of electrical substations is a power planning problem, in which expert knowledge is used to determine ideal substation locations. Using intelligent planning to help electric power experts to reasonably plan the location of a substation can not only ensure the reliability of power supply, but also save on cost to a great extent. In order to improve the economics of electric power planning, this study proposes a combined biogeography-based optimization with population competition algorithm (BBOPC) method. Competition strategy can enhance the search ability of the algorithm due to the dispersed populations involved. A comparative evaluation against the biogeography-based optimization (BBO), competitive strategy based on BBO (CBBO), modified mutation operator based on BBO (MBBO), and BBOPC methods is carried out in selecting the optimal position for a substation. The final results show that, (1) for a simple substation location problem, the minimum total investment cost achieved by BBOPC was less than that of CBBO, currently the most cost-effective method whose total investment cost is relatively better. (2) For a complex substation location problem, the minimum total investment cost achieved by BBOPC was less than that of MBBO. (3) BBOPC demonstrates better convergence characteristics and robustness compared to the other approaches. The proposed BBOPC method can help power experts develop reasonable power planning, which can help the power system effectively achieve operational reliability and economy.
關聯:	EXPERT SYSTEMS WITH APPLICATIONS
顯示於類別:	[經營管理學系 ] 期刊論文

文件中的檔案:

檔案	大小	格式	瀏覽次數
index.html	0Kb	HTML	344	檢視/開啟

在ASIAIR中所有的資料項目都受到原著作權保護.

資料載入中.....