A CRITICAL APPROACH TO THE PARTICLE SWARM OPTIMIZATION METHOD FOR FINDING MAXIMUM POINTS

Autor:	Mine Sertsöz, Mehmet Fidan
Rok vydání:	2020
Předmět:	Critical approach Total resistance Basic Sciences Computer science Temel Bilimler Mühendislik Particle swarm optimization Railway Systems Energy Efficiency Optimization Particle Swarm Method Traction motor Acceleration Engineering Control theory Train Curve resistance Efficient energy use
Zdroj:	Volume: 4, Issue: 2 111-122 Journal of Scientific Perspectives
ISSN:	2587-3008
DOI:	10.26900/jsp.4.009
Popis:	Particle Swarm is an optimization method that is used for solving industrial problems and is highly preferred due to its ease of use and it’s ability to find accurate results rapidly in recent years. In this study, it was used to optimize the resistance value of train sets.There are many types of resistance in train sets and the train can't start moving until the traction motors overcome the resistances. Run resistance, ramp resistance, and curve resistance are the resistances that the train must overcome at a constant speed. However, it is known that the acceleration of high-speed trains is very high and the resistance that the train sets must overcome for the change in speeds is acceleration resistance.This study aimed to calculate the acceleration, time, curve, ramp and distance, under certain constraints, for the total resistance value of YHT 65000 train by using the Particle Swarm Method as to obtain the minimum and maximum. Although, the results showed that the Particle Swarm Method returned very successful results for the minimum resistance, the same cannot be said for the maximum resistance.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::68f905204827c34328c92a5cec90fe68 https://doi.org/10.26900/jsp.4.009 Zobrazit plný text záznamu