Transportation Research Record Journal of the Transportation Research Board · 2006 · 19 citations · 8 references
EngineeringCivil EngineeringTransportation PlanningSafety EngineeringTransportationTransportation EngineeringCrash SimulationTraffic EngineeringTraffic SafetyTransport ModellingTransport SafetyTransportation SafetyCrash AnalysisFreeway Traffic ManagementMigration EffectsRoad Safety EngineeringSpeedTraffic Accident AnalysisTraffic Crash PreventionVariable Speed Limits
Variable speed limits (VSL) were applied on I-4 in Orlando, Florida, through microsimulation to reduce crash likelihood. VSL application improved safety by simultaneously implementing lower speed limits upstream and higher speed limits downstream of the location where crash likelihood was observed in real time. Real-time crash likelihood was calculated with the use of models developed in previous research. The improvement was realized in the case of medium- to high-speed regimes on the freeway, but no benefit was achieved in low-speed situations; that is, there was no substantial safety benefit from applying VSL in congested situations. In addition to the safety benefit, travel time was also reduced. The simulation results showed a potential for crash migration. The crash potential appeared to relocate to a location downstream of the detector of interest. Upstream, little change occurred, except at the location where the change in speed took place. While there are some crash migration effects, the overall safety of the freeway was improved due to VSL application.
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Predicting Freeway Crashes from Loop Detector Data by Matched Case-Control Logistic Regression
Mohamed Abdel‐Aty, Nizam Uddin, Anurag Pande et al. · Transportation Research Record Journal of the Transportation Research Board · 2004 · 369 citations · Full text
Engineering, Automotive Engineering, Predictive Analytics +16
Mohamed Abdel‐Aty, Nizam Uddin, Anurag Pande · Transportation Research Record Journal of the Transportation Research Board · 2005 · 151 citations · Full text