Access the full text.
Sign up today, get DeepDyve free for 14 days.
Mohamed Ahmed, M. Abdel-Aty, Rongjie Yu (2012)
Assessment of Interaction of Crash Occurrence, Mountainous Freeway Geometry, Real-Time Weather, and Traffic DataTransportation Research Record, 2280
M. Abdel-Aty, Jeremy Dilmore, Albinder Dhindsa (2006)
Evaluation of variable speed limits for real-time freeway safety improvement.Accident; analysis and prevention, 38 2
Chris Lee, B. Hellinga, F. Saccomanno (2002)
Real-Time Crash Prediction Model for Application to Crash Prevention in Freeway TrafficTransportation Research Record, 1840
Hadiuzzaman, T. Qiu, Xiao-Yun Lu (2013)
Variable Speed Limit Control Design for Relieving Congestion Caused by Active BottlenecksJournal of Transportation Engineering-asce, 139
A. Hegyi, B. Schutter, J. Hellendoorn (2002)
Optimal Coordination of Variable Speed Limits to Suppress Shock WavesTransportation Research Record, 1852
Chris Lee, B. Hellinga, F. Saccomanno (2004)
Assessing Safety Benefits of Variable Speed LimitsTransportation Research Record, 1897
P. Allaby, B. Hellinga, M. Bullock (2007)
Variable Speed Limits: Safety and Operational Impacts of a Candidate Control Strategy for Freeway ApplicationsIEEE Transactions on Intelligent Transportation Systems, 8
M. Abdel-Aty, N. Uddin, A. Pande, Fathy Abdalla, L. Hsia (2004)
Predicting Freeway Crashes from Loop Detector Data by Matched Case-Control Logistic RegressionTransportation Research Record, 1897
Chris Lee, F. Saccomanno, B. Hellinga (2002)
Analysis of Crash Precursors on Instrumented FreewaysTransportation Research Record, 1784
Gunes Dervisoglu, G. Gomes, Jaimyoung Kwon (2009)
Automatic Calibration of the Fundamental Diagram and Empirical Observations on Capacity
(2001)
Real-Time Estimation of Freeway Accident Likelihood. Presented at 80th Annual Meeting of the Transportation Research
Xiao-Yun Lu, T. Qiu, P. Varaiya, R. Horowitz, S. Shladover (2010)
Combining Variable Speed Limits with Ramp Metering for freeway traffic controlProceedings of the 2010 American Control Conference
M. Abdel-Aty, N. Uddin, A. Pande (2005)
Split Models for Predicting Multivehicle Crashes during High-Speed and Low-Speed Operating Conditions on FreewaysTransportation Research Record, 1908
(1999)
On Establishing the Relationship(s) Between Freeway Safety and Peak Period Operations: Performance Measurement and Methodological Considerations
P. Rämä (1999)
Effects of Weather-Controlled Variable Speed Limits and Warning Signs on Driver BehaviorTransportation Research Record, 1689
Long Ke-jun, Yun Meiping, Z. Jianlong, Y. Xiaoguang (2008)
Model predictive control for variable speed limit in freeway work zone2008 27th Chinese Control Conference
Chris Lee, B. Hellinga, F. Saccomanno (2006)
Evaluation of Variable Speed Limits to Improve Traffic SafetyTransportation Research Part C-emerging Technologies, 14
D. Hosmer, S. Lemeshow (1991)
Applied Logistic Regression
A. Hegyi, M. Burger, B. Schutter, J. Hellendoorn, T. Boom (2007)
Towards a practical application of model predictive control to suppress shock waves on freeways2007 European Control Conference (ECC)
Variable Speed Limits Reduce Crashes Significantly in the U.K. Urban Transportation Monitor
M. Corby, F. Saccomanno (1997)
Analysis of Freeway Accident DetectionTransportation Research Record, 1603
M. Abdel-Aty, R. Cunningham, V. Gayah, L. Hsia (2008)
Dynamic Variable Speed Limit Strategies for Real-Time Crash Risk Reduction on FreewaysTransportation Research Record, 2078
V. Shankar, F. Mannering, W. Barfield (1995)
Effect of roadway geometrics and environmental factors on rural freeway accident frequencies.Accident; analysis and prevention, 27 3
M. Abdel-Aty, Ahmed Radwan (2000)
Modeling traffic accident occurrence and involvement.Accident; analysis and prevention, 32 5
M. Karlaftis, I. Golias (2002)
Effects of road geometry and traffic volumes on rural roadway accident rates.Accident; analysis and prevention, 34 3
M. Abdel-Aty, Jeremy Dilmore, L. Hsia (2006)
Applying Variable Speed Limits and the Potential for Crash MigrationTransportation Research Record, 1953
E. Hoogen, S. Smulders (1994)
Control by variable speed signs: results of the Dutch experiment
With the recent advances in active transportation and demand management, variable speed limits (VSLs) have been identified as an active traffic management strategy for improving freeway mobility and safety. Several heuristic VSL strategies have been proposed and evaluated. This paper proposes a model predictive VSL control strategy and evaluates its safety and mobility impacts. The strategy uses second-order traffic flow models to predict the traffic state and to provide a speed for optimizing corridor operational performance. A sensitivity analysis of the VSL update frequency and the safety constraints for the VSL strategy was performed to determine the best scenario in terms of safety and mobility. A stretch of Whitemud Drive, an urban freeway corridor in Edmonton, Alberta, Canada, was selected as the study area. The proposed VSL strategy was implemented in the microsimulation platform with a special software module. A real-time collision prediction model was developed for the same study area by using a matched case-control logistic regression technique to estimate the collision probability for each scenario. The results indicated that the proposed VSL control strategy can improve safety by approximately 50% and mobility by approximately 30%. A VSL update frequency of 5 min and a maximum speed difference of 10 km/h between successive time steps yielded the best performances. This finding can be useful for field implementation of VSL control.
Transportation Research Record – SAGE
Published: Jan 1, 2013
Read and print from thousands of top scholarly journals.
Already have an account? Log in
Bookmark this article. You can see your Bookmarks on your DeepDyve Library.
To save an article, log in first, or sign up for a DeepDyve account if you don’t already have one.
Copy and paste the desired citation format or use the link below to download a file formatted for EndNote
Access the full text.
Sign up today, get DeepDyve free for 14 days.
All DeepDyve websites use cookies to improve your online experience. They were placed on your computer when you launched this website. You can change your cookie settings through your browser.