Comparison and Analysis of Prediction Models for Locomotive Traction Energy Consumption Based on the Machine Learning

Comparison and Analysis of Prediction Models for Locomotive Traction Energy Consumption Based on the Machine Learning

Locomotive traction energy consumption is a multivariate coupled nonlinear system closely related to many factors such as locomotive properties, routing, line conditions, and operating methods. In order to accurately calculate and predict locomotive traction energy consumption, three prediction mode...

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Bibliographic Details
Main Authors: Huize Liang, Yuying Zhang, Peiyu Yang, Lie Wang, Chunlei Gao
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Machine learning
neural network models
support vector machine models
traction energy prediction
Online Access:https://ieeexplore.ieee.org/document/10105190/

Internet

https://ieeexplore.ieee.org/document/10105190/

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