Current practice in microsimulation model calibration is focused almost exclusively on adjusting parameters of driving behaviour (car-following and lane-changing) logic. Often, default parameter values are used for the vehicle performance logic. Where significant differences exist between the default vehicle performance characteristics and those of the local traffic, results from microsimulation analyses can be misleading, especially for networks with reasonable truck traffic. This paper presents an approach for incorporating the unique operating characteristics of the local truck fleet into the calibration process of microsimulation models. In particular, the desired acceleration and deceleration functions for trucks are treated as unknowns that must be estimated as part of the model calibration. The methodology is general and is implemented on a test bed using the VISSIM traffic microsimulation software to demonstrate its applicability. Results of the implementation highlight the need for, and the potential benefits of, calibrating both the vehicle performance and the driver behaviour parameters.
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August 2016
Research Article|
February 05 2016
Calibrating truck characteristics into traffic microsimulation Available to Purchase
Justice Appiah, PhD, PE;
Justice Appiah, PhD, PE
Research Scientist
Virginia Transportation Research Council, Charlottesville, VA, USA
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Bhaven Naik, PhD, PE;
Bhaven Naik, PhD, PE
Assistant Professor
Ohio University, Athens, OH, USA (corresponding author: naik@ohio.edu)
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Laurence R. Rilett, PhD, PE;
Laurence R. Rilett, PhD, PE
Professor
University of Nebraska-Lincoln, Lincoln, NE, USA
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Scott Sorensen, BSc, MS
Scott Sorensen, BSc, MS
Traffic Analysis Engineer
Nebraska Department of Roads, Lincoln, NE, USA
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Publisher: Emerald Publishing
Received:
November 22 2014
Accepted:
January 01 2016
Online ISSN: 1751-7710
Print ISSN: 0965-092X
ICE Publishing: All rights reserved
2016
Proceedings of the Institution of Civil Engineers - Transport (2016) 169 (4): 187–194.
Article history
Received:
November 22 2014
Accepted:
January 01 2016
Citation
Appiah J, Naik B, Rilett LR, Sorensen S (2016), "Calibrating truck characteristics into traffic microsimulation". Proceedings of the Institution of Civil Engineers - Transport, Vol. 169 No. 4 pp. 187–194, doi: https://doi.org/10.1680/jtran.14.00082
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