Prediction of Traction Energy Consumption for Urban Rail Transit Trains in Relative Speed Mode

Prediction of Traction Energy Consumption for Urban Rail Transit Trains in Relative Speed Mode

［Objective］It is aimed to accurately predict the traction energy consumption of urban rail transit trains operating in relative speed mode using support vector machine（SVM）regression and genetic algorithms, ultimately enhancing energy efficiency during train operation. ［Method］First, the dynamics ch...

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Bibliographic Details
Main Author: GUO Tuansheng
Format: Article
Language:zho
Published: Urban Mass Transit Magazine Press 2024-12-01
Series:Chengshi guidao jiaotong yanjiu
Subjects:
urban rail transit
traction energy consumption
relative speed
machine learning
svm
Online Access:https://umt1998.tongji.edu.cn/journal/paper/doi/10.16037/j.1007-869x.2024.12.041.html
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https://umt1998.tongji.edu.cn/journal/paper/doi/10.16037/j.1007-869x.2024.12.041.html

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