Research on transmission line path planning model based on TFN‐AHP and ACO

Autor:	Bin Wang, Chunliang Hua, Haijun Luo, Bao Suo, Guohua Zu
Jazyk:	angličtina
Rok vydání:	2024
Předmět:	transmission line matrix methods transmission network calculations transmission planning and operation Distribution or transmission of electric power TK3001-3521 Production of electric energy or power. Powerplants. Central stations TK1001-1841
Zdroj:	IET Generation, Transmission & Distribution, Vol 18, Iss 13, Pp 2373-2381 (2024)
Druh dokumentu:	article
ISSN:	1751-8695 1751-8687
DOI:	10.1049/gtd2.13208
Popis:	Abstract Transmission line planning is affected by a variety of geographic information factors, and traditional path planning methods are difficult to meet the future intelligent planning needs. Here, based on the geographic information system platform for geographic information data processing, the triangular fuzzy number analytic hierarchy process (TFN‐AHP) is utilized for weight analysis to construct the cost layer. Meanwhile, guided mechanism, dimension‐reducing mechanism, and avoidance mechanism are proposed to improve the ant colony optimization (ACO) algorithm, to shorten the planning time and improve the route planning effect. Finally, a local area in Guizhou Province is selected for case study and compared with the results of traditional ant colony optimization, and the results prove the effectiveness of the transmission line planning model proposed here.
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/8a77c1b7dda54ec5a005a3fc06bb5a1d Zobrazit plný text záznamu Plný text View record in DOAJ