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Analysis of influencing factors of integrated freight transport volume based on gray markov model

  • Ya Ping Zhang
  • , Yue E. Gao
  • , Yan Wen Xie*
  • , Shou Ming Qi
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

To get the quantitative analysis of the influencing factors of the freight traffic volume, the Gray correlation method is used to analyze and filter 3 factors, which have significant influence between the volume of total freight and volume of freight transport (5 kinds of transportation modes) with 14 influencing factors. And the forecasting accuracy of the Gray Markov forecasting model is used to screen the main influence factor on the volume of freight transport, which is based on the Gray relational analysis results. The calculation results show that the impact on volume of freight transport is mainly due to the economic factors, followed by the size of the transport, transport destination, and transportation modes between the internal competition and other types of factors.

Original languageEnglish
Title of host publicationGreen Intelligent Transportation Systems - Proceedings of the 8th International Conference on Green Intelligent Transportation Systems and Safety
EditorsWuhong Wang, Xiaobei Jiang, Klaus Bengler
PublisherSpringer Verlag
Pages671-679
Number of pages9
ISBN (Print)9789811303012
DOIs
StatePublished - 2019
Externally publishedYes
Event8th International Conference on Green Intelligent Transportation Systems and Safety, 2017 - Changchun, China
Duration: 1 Jul 20172 Jul 2017

Publication series

NameLecture Notes in Electrical Engineering
Volume503
ISSN (Print)1876-1100
ISSN (Electronic)1876-1119

Conference

Conference8th International Conference on Green Intelligent Transportation Systems and Safety, 2017
Country/TerritoryChina
CityChangchun
Period1/07/172/07/17

Keywords

  • Gray Markov model
  • Gray relational analysis
  • Influencing factors
  • Integrated freight transport

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