Simulation-based travel time prediction model for traffic corridors

Ta-Yin Hu, Wei Ming Ho

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

This research aims at constructing a simulation-based travel time prediction model for traffic corridors. The simulation-assignment model, DynaTAIWAN is utilized to predict the travel time based on two approaches, a flow-based model and a vehicle-based model. Dynamic origin-destination (O-D) estimation and prediction procedure is developed to prepare O-D demand data, and the estimated O-D flows is used within DynaTAIWAN to simulate vehicle movements. The developed framework is illustrated for a traffic corridor and validated through empirical data. Empirical data for signalized urban network, the travel time from electronic toll stations are used to validate the model.

Original languageEnglish
Title of host publication2009 12th International IEEE Conference on Intelligent Transportation Systems, ITSC '09
Pages727-732
Number of pages6
DOIs
Publication statusPublished - 2009 Dec 28
Event2009 12th International IEEE Conference on Intelligent Transportation Systems, ITSC '09 - St. Louis, MO, United States
Duration: 2009 Oct 32009 Oct 7

Publication series

NameIEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Other

Other2009 12th International IEEE Conference on Intelligent Transportation Systems, ITSC '09
CountryUnited States
CitySt. Louis, MO
Period09-10-0309-10-07

Fingerprint

Travel time

All Science Journal Classification (ASJC) codes

  • Automotive Engineering
  • Mechanical Engineering
  • Computer Science Applications

Cite this

Hu, T-Y., & Ho, W. M. (2009). Simulation-based travel time prediction model for traffic corridors. In 2009 12th International IEEE Conference on Intelligent Transportation Systems, ITSC '09 (pp. 727-732). [5309719] (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC). https://doi.org/10.1109/ITSC.2009.5309719
Hu, Ta-Yin ; Ho, Wei Ming. / Simulation-based travel time prediction model for traffic corridors. 2009 12th International IEEE Conference on Intelligent Transportation Systems, ITSC '09. 2009. pp. 727-732 (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).
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Hu, T-Y & Ho, WM 2009, Simulation-based travel time prediction model for traffic corridors. in 2009 12th International IEEE Conference on Intelligent Transportation Systems, ITSC '09., 5309719, IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, pp. 727-732, 2009 12th International IEEE Conference on Intelligent Transportation Systems, ITSC '09, St. Louis, MO, United States, 09-10-03. https://doi.org/10.1109/ITSC.2009.5309719

Simulation-based travel time prediction model for traffic corridors. / Hu, Ta-Yin; Ho, Wei Ming.

2009 12th International IEEE Conference on Intelligent Transportation Systems, ITSC '09. 2009. p. 727-732 5309719 (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Hu T-Y, Ho WM. Simulation-based travel time prediction model for traffic corridors. In 2009 12th International IEEE Conference on Intelligent Transportation Systems, ITSC '09. 2009. p. 727-732. 5309719. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC). https://doi.org/10.1109/ITSC.2009.5309719