A Deep Learning for Optimization and Visualization of Expressway Toll Lane Management

A Deep Learning for Optimization and Visualization of Expressway Toll Lane Management

Managing the integration of Electronic Toll Collection (ETC) and Manual Toll Collection (MTC) systems is complex, especially during peak hours due to high traffic volumes. While ETC is more efficient, an inappropriate proportion of ETC lanes can increase congestion, making optimal ETC lane selection...

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Bibliographic Details
Main Authors: Pattarapon Klaykul, Wilaiporn Lee, Kanabadee Srisomboon, Luepol Pipanmekaporn, Akara Prayote
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Electronic toll collection (ETC)
deep learning
multi-objective optimization
queue length prediction
dynamic lane allocation
toll plaza optimization
Online Access:https://ieeexplore.ieee.org/document/10820321/
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