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Testing and Benchmarking of Microscopic Traffic Flow Models

Brockfeld, Elmar and Wagner, Peter (2004) Testing and Benchmarking of Microscopic Traffic Flow Models. In: Proceedings of the 10th World Conference on Transport Research, abstra (A-D), pp. 775-776. WCTR04 - 10th World Conference on Transport Research, 2004-07-04 - 2004-07-08, Istanbul (Turkey).

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Abstract

Microscopic simulation models are becoming increasingly important tools in modelling transport systems. There are large number of available models used in many countries. The important difficult stage in the development and use of such models is the calibration and validation of the microscopic sub-models describing the traffic flow, such as the car following models for example. The aim of this paper is to present recent progress in calibrating more than a dozen microscopic traffic flow models with very different data sets conducted by DGPS-equipped cars (Differential Global Positioning System), loop detectors and human observers. Different approaches to measure the errors the models produce in comparison to reality are compared. It can be stated that from a microscopic point of view errors of about 15-20 % in headway- and travel time-estimation and about 2-7 % in speed-estimation of individual vehicles in the car following process seem to be the minimal reachable level. Furthermore, the larger the simulation horizon is, the smaller the diversity of the analyzed models become in comparison to the diversity in the driver behaviour. Most interesting, no model cold be denoted to be the best and especially highly sophisticated models did not produce better results than very simple ones.

Item URL in elib:https://elib.dlr.de/6709/
Document Type:Conference or Workshop Item (Speech, Paper)
Title:Testing and Benchmarking of Microscopic Traffic Flow Models
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Brockfeld, ElmarUNSPECIFIEDUNSPECIFIED
Wagner, PeterUNSPECIFIEDUNSPECIFIED
Date:2004
Journal or Publication Title:Proceedings of the 10th World Conference on Transport Research
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:abstra
Page Range:pp. 775-776
Status:Published
Keywords:traffic flow modeling, benchmarking, simulation, GPS
Event Title:WCTR04 - 10th World Conference on Transport Research
Event Location:Istanbul (Turkey)
Event Type:international Conference
Event Dates:2004-07-04 - 2004-07-08
Organizer:WCTR
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:other
DLR - Research area:Transport
DLR - Program:V - no assignment
DLR - Research theme (Project):V - no assignment
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transport Research
Deposited By: Dumong, Andrea
Deposited On:03 Mar 2008
Last Modified:31 Jul 2019 19:14

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