A Decomposed-Ensemble Prediction Framework for Gate-In Operations at Container Terminals

A Decomposed-Ensemble Prediction Framework for Gate-In Operations at Container Terminals

Container terminals play a crucial role in global logistics and trade, with gate-in operations significantly impacting overall terminal efficiency and cargo turnover speed. This paper analyzes a series of problems caused by the randomness of the arrival of export containers at the container yard, in...

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Bibliographic Details
Main Authors: Yifan Shen, Beng Xuan, Hongtao Hu, Yansong Wu, Ning Zhao, Zhen Yang
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Journal of Marine Science and Engineering
Subjects:
container terminal
gate-in operations
randomness
time series prediction
decomposed ensemble framework
LSTM algorithm
Online Access:https://www.mdpi.com/2077-1312/13/1/45
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