Travel time prediction of expressway based on multi-dimensional data and the particle swarm optimization–autoregressive moving average with exogenous input model

In order to meet the fine demand of different travelers, a multi-dimensional prediction method of travel time is proposed combining the toll collection data and meteorological data of highway. First, a logical model of multi-dimensional database is designed including vehicles’ dimension, meteorologi...

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Bibliographic Details
Main Authors: Jiandong Zhao, Yuan Gao, Yujie Guo, Zhiming Bai
Format: Article
Language:English
Published: SAGE Publishing 2018-02-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/1687814018760932