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Calibration and Validation of Microscopic Traffic Flow Models

Brockfeld, Elmar and Kühne, Reinhart and Wagner, Peter (2005) Calibration and Validation of Microscopic Traffic Flow Models. Transportation Research Records, 1934, pp. 179-187.

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Abstract

Since microscopic models are being heavily used in applications, the appropriate calibration and validation have been a recent concern. The contribution of this paper is to compare some of these models by calibrating and validating them with data from double-loop detectors on a multilane freeway. To simplify this task, the test of the models is done by simplifying the multilane reality to a simulation of only single lane. The results show that by simulating the multilane road with single lane models, calibration errors (Theil’s U, root mean squared error) of 14 % to 16 % can be obtained. A validation of the models –which means taking calibrated parameters of one data set to reproduce the other data sets– gives additional errors of about 0.5 to 2.5 percentage points. This is in good agreement with other calibration/validation approaches performed recently.

Document Type:Article
Title:Calibration and Validation of Microscopic Traffic Flow Models
Authors:
AuthorsInstitution or Email of Authors
Brockfeld, ElmarUNSPECIFIED
Kühne, ReinhartUNSPECIFIED
Wagner, PeterUNSPECIFIED
Date:January 2005
Journal or Publication Title:Transportation Research Records
Refereed publication:Yes
In ISI Web of Science:Yes
Volume:1934
Page Range:pp. 179-187
Editors:
EditorsEmail
Transportation Research Board, UNSPECIFIED
Status:Accepted
Keywords:microscopic traffic flow models, calibration/validation, freeway data
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Transport
HGF - Program Themes:V SM - Sicherung der Mobilität (old)
DLR - Research area:Transport
DLR - Program:V SM - Sicherung der Mobilität
DLR - Research theme (Project):V - Verkehrsprognose in Ballungsräumen (old)
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transport Research
Deposited By: Andrea Dumong
Deposited On:03 Mar 2008
Last Modified:14 Jan 2010 20:34

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