Impact of connected vehicles on mitigating secondary crash risk

Reducing the risk of secondary crashes is a key goal for effective traffic incident management. However, only few countermeasures have been established in practices to achieve the goal. This is mainly due to the stochastic nature of both primary and secondary crashes. Given the emerging connected ve...

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Main Authors: Hong Yang, Zhenyu Wang, Kun Xie
Format: Article
Language:English
Published: Elsevier 2017-09-01
Series:International Journal of Transportation Science and Technology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2046043017300060
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spelling doaj-709abc057ebe491ab6c020252e5417ce2020-11-24T20:49:07ZengElsevierInternational Journal of Transportation Science and Technology2046-04302017-09-016319620710.1016/j.ijtst.2017.07.007Impact of connected vehicles on mitigating secondary crash riskHong Yang0Zhenyu Wang1Kun Xie2Department of Modeling, Simulation & Visualization Engineering, Old Dominion University, Norfolk, VA 23529, United StatesDepartment of Modeling, Simulation & Visualization Engineering, Old Dominion University, Norfolk, VA 23529, United StatesDepartment of Civil & Natural Resources Engineering, University of Canterbury, Christchurch, New ZealandReducing the risk of secondary crashes is a key goal for effective traffic incident management. However, only few countermeasures have been established in practices to achieve the goal. This is mainly due to the stochastic nature of both primary and secondary crashes. Given the emerging connected vehicle (CV) technologies, it is highly likely that CVs will soon be able to communicate with each other through the ad-hoc wireless vehicular network. Information sharing among vehicles is deemed to change traffic operations and allow motorists for more proactive actions. Motorists who receive safety messages can be motivated to approach queues and incident sites with more caution. As a result of the improved situational awareness, the risk of secondary crashes is expected to be reduced. To examine whether this expectation is achievable or not, this study aims to assess the impact of connectivity on the risk of secondary crashes. A simulation-based modeling framework that enables vehicle-to-vehicle communication module was developed. Since crashes cannot be directly simulated in micro-simulation, the use of surrogate safety measures was proposed to capture vehicular conflicts as a proxy for secondary crash risk upstream of a primary crash site. An experimental study was conducted based on the developed simulation modeling framework. The results show that the use of connected vehicles can be a viable way to reduce the risk of secondary crashes. Their impact is expected to change with an increasing market penetration of connected vehicles.http://www.sciencedirect.com/science/article/pii/S2046043017300060Connected vehiclesSecondary crashesVehicle-to-vehicle communicationSimulationTraffic conflict
collection DOAJ
language English
format Article
sources DOAJ
author Hong Yang
Zhenyu Wang
Kun Xie
spellingShingle Hong Yang
Zhenyu Wang
Kun Xie
Impact of connected vehicles on mitigating secondary crash risk
International Journal of Transportation Science and Technology
Connected vehicles
Secondary crashes
Vehicle-to-vehicle communication
Simulation
Traffic conflict
author_facet Hong Yang
Zhenyu Wang
Kun Xie
author_sort Hong Yang
title Impact of connected vehicles on mitigating secondary crash risk
title_short Impact of connected vehicles on mitigating secondary crash risk
title_full Impact of connected vehicles on mitigating secondary crash risk
title_fullStr Impact of connected vehicles on mitigating secondary crash risk
title_full_unstemmed Impact of connected vehicles on mitigating secondary crash risk
title_sort impact of connected vehicles on mitigating secondary crash risk
publisher Elsevier
series International Journal of Transportation Science and Technology
issn 2046-0430
publishDate 2017-09-01
description Reducing the risk of secondary crashes is a key goal for effective traffic incident management. However, only few countermeasures have been established in practices to achieve the goal. This is mainly due to the stochastic nature of both primary and secondary crashes. Given the emerging connected vehicle (CV) technologies, it is highly likely that CVs will soon be able to communicate with each other through the ad-hoc wireless vehicular network. Information sharing among vehicles is deemed to change traffic operations and allow motorists for more proactive actions. Motorists who receive safety messages can be motivated to approach queues and incident sites with more caution. As a result of the improved situational awareness, the risk of secondary crashes is expected to be reduced. To examine whether this expectation is achievable or not, this study aims to assess the impact of connectivity on the risk of secondary crashes. A simulation-based modeling framework that enables vehicle-to-vehicle communication module was developed. Since crashes cannot be directly simulated in micro-simulation, the use of surrogate safety measures was proposed to capture vehicular conflicts as a proxy for secondary crash risk upstream of a primary crash site. An experimental study was conducted based on the developed simulation modeling framework. The results show that the use of connected vehicles can be a viable way to reduce the risk of secondary crashes. Their impact is expected to change with an increasing market penetration of connected vehicles.
topic Connected vehicles
Secondary crashes
Vehicle-to-vehicle communication
Simulation
Traffic conflict
url http://www.sciencedirect.com/science/article/pii/S2046043017300060
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