Dwell Time Estimation Using Real-Time Train Operation and Smart Card-Based Passenger Data: A Case Study in Seoul, South Korea

Dwell Time Estimation Using Real-Time Train Operation and Smart Card-Based Passenger Data: A Case Study in Seoul, South Korea

Dwell time is a critical factor in constructing and adjusting railway timetables for efficient and accurate operation of railways. This paper develops dwell time estimation models for a Shinbundang line (S line) in Seoul, South Korea using support vector regression (SVR), multiple linear regression...

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Bibliographic Details
Main Authors: Yoonseok Oh, Young-Ji Byon, Ji Young Song, Ho-Chan Kwak, Seungmo Kang
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Applied Sciences
Subjects:
smart card
railway operation data
transit ridership
dwell time estimation
metro timetable
artificial intelligence
Online Access:https://www.mdpi.com/2076-3417/10/2/476

Internet

https://www.mdpi.com/2076-3417/10/2/476

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