Effect of highway ramp separation on traffic flow: An investigation using Monte Carlo simulation
Due to urbanization, the number of vehicles on roads has increased to an alarming level causing congestions to happen frequently. Highways are built to ease these congestions that happen due to heavy traffic. However, it is necessary to evaluate the effectiveness of these highways. In this paper, a...
Saved in:
Main Authors: | , , , |
---|---|
Other Authors: | |
Format: | Conference paper |
Published: |
2023
|
Subjects: | |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
my.uniten.dspace-30548 |
---|---|
record_format |
dspace |
spelling |
my.uniten.dspace-305482023-12-29T15:49:18Z Effect of highway ramp separation on traffic flow: An investigation using Monte Carlo simulation Wong X.C. Jamesy J.A. Ramasamyz A.K. Ahmedx S.K. 36070257800 36994542800 16023154400 25926812900 Discrete event simulation Monte Carlo methods Road traffic control Discrete event simulation Engineering research Highway engineering Innovation Markov processes Roads and streets Traffic congestion Traffic surveys Transportation Average delay Heavy traffics Markov chain Monte Carlo techniques Monte Carlo Simulation Number of vehicles Road traffic control Simulation model Traffic behavior Traffic flow Monte Carlo methods Due to urbanization, the number of vehicles on roads has increased to an alarming level causing congestions to happen frequently. Highways are built to ease these congestions that happen due to heavy traffic. However, it is necessary to evaluate the effectiveness of these highways. In this paper, a simulation model of a highway system with two ramps is developed using Markov Chain Monte Carlo technique. The model is then used to study the effect of ramp locations on the highways. The effect due to two important parameters, namely the separation between the ramps and the number of vehicles entering the system, is investigated here. The performance of this system is measured in terms of average delay experienced by the vehicles. Results obtained indicate that traffic behavior on the highway can be modeled accurately using this method. �2010 IEEE. Final 2023-12-29T07:49:18Z 2023-12-29T07:49:18Z 2010 Conference paper 10.1109/SCORED.2010.5704004 2-s2.0-79951970150 https://www.scopus.com/inward/record.uri?eid=2-s2.0-79951970150&doi=10.1109%2fSCORED.2010.5704004&partnerID=40&md5=0f811b479b75e03d2990847d2f0b8fb9 https://irepository.uniten.edu.my/handle/123456789/30548 5704004 213 217 Scopus |
institution |
Universiti Tenaga Nasional |
building |
UNITEN Library |
collection |
Institutional Repository |
continent |
Asia |
country |
Malaysia |
content_provider |
Universiti Tenaga Nasional |
content_source |
UNITEN Institutional Repository |
url_provider |
http://dspace.uniten.edu.my/ |
topic |
Discrete event simulation Monte Carlo methods Road traffic control Discrete event simulation Engineering research Highway engineering Innovation Markov processes Roads and streets Traffic congestion Traffic surveys Transportation Average delay Heavy traffics Markov chain Monte Carlo techniques Monte Carlo Simulation Number of vehicles Road traffic control Simulation model Traffic behavior Traffic flow Monte Carlo methods |
spellingShingle |
Discrete event simulation Monte Carlo methods Road traffic control Discrete event simulation Engineering research Highway engineering Innovation Markov processes Roads and streets Traffic congestion Traffic surveys Transportation Average delay Heavy traffics Markov chain Monte Carlo techniques Monte Carlo Simulation Number of vehicles Road traffic control Simulation model Traffic behavior Traffic flow Monte Carlo methods Wong X.C. Jamesy J.A. Ramasamyz A.K. Ahmedx S.K. Effect of highway ramp separation on traffic flow: An investigation using Monte Carlo simulation |
description |
Due to urbanization, the number of vehicles on roads has increased to an alarming level causing congestions to happen frequently. Highways are built to ease these congestions that happen due to heavy traffic. However, it is necessary to evaluate the effectiveness of these highways. In this paper, a simulation model of a highway system with two ramps is developed using Markov Chain Monte Carlo technique. The model is then used to study the effect of ramp locations on the highways. The effect due to two important parameters, namely the separation between the ramps and the number of vehicles entering the system, is investigated here. The performance of this system is measured in terms of average delay experienced by the vehicles. Results obtained indicate that traffic behavior on the highway can be modeled accurately using this method. �2010 IEEE. |
author2 |
36070257800 |
author_facet |
36070257800 Wong X.C. Jamesy J.A. Ramasamyz A.K. Ahmedx S.K. |
format |
Conference paper |
author |
Wong X.C. Jamesy J.A. Ramasamyz A.K. Ahmedx S.K. |
author_sort |
Wong X.C. |
title |
Effect of highway ramp separation on traffic flow: An investigation using Monte Carlo simulation |
title_short |
Effect of highway ramp separation on traffic flow: An investigation using Monte Carlo simulation |
title_full |
Effect of highway ramp separation on traffic flow: An investigation using Monte Carlo simulation |
title_fullStr |
Effect of highway ramp separation on traffic flow: An investigation using Monte Carlo simulation |
title_full_unstemmed |
Effect of highway ramp separation on traffic flow: An investigation using Monte Carlo simulation |
title_sort |
effect of highway ramp separation on traffic flow: an investigation using monte carlo simulation |
publishDate |
2023 |
_version_ |
1806426518712221696 |
score |
13.214268 |