Chapter
Apr 26, 2012
Calibration and Validation Procedure for Intersection Safety Simulation using SSAM and VISSIM
Authors: Si'en Zhou [email protected], Keping Li [email protected], Jian Sun [email protected], and Pingchao Han [email protected]Author Affiliations
Publication: ICCTP 2010: Integrated Transportation Systems: Green, Intelligent, Reliable
Abstract
Traffic safety simulation is a preferable way to evaluate safety through computing conflict indices between every two vehicles during their running process. Compared to operational efficiency simulation, lots of parameters need to be calibrated, and high precision is required and a little change of parameters may result in great difference. Moreover, commonly used calibrations based on intelligent algorithms prefer result precision to behavioral parameters, and may not reflect real traffic conditions for stochastic heuristic algorithm. Thus, a two stage calibration methodology based on experimental optimization is put forward. To depict its effectiveness, 6 group data of 3 intersections are surveyed and imposed for calibration and validation through above method by linking Surrogate Safety Analysis Model (SSAM) using vehicle trajectories exported from VISSIM. The result is quite promising that the errors of conflict number, conflict velocity and delay are 7%~13%, –7%~5%, –11%~–-6% respectively with a decreasing of 39%~43%,–6%~ –2%,–17%~–10%, which objectively demonstrates feasibility and validity of the method.
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© 2010 American Society of Civil Engineers.
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Published online: Apr 26, 2012
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Key Laboratory of Road & Traffic Engineering, Ministry of Education, School of Transportation Engineering, Tongji University, Cao'an Road, No 4800, Shanghai, China 201804.E-mail: [email protected]
Key Laboratory of Road & Traffic Engineering, Ministry of Education, School of Transportation Engineering, Tongji University, Siping Road, No 1239, Shanghai, China 200092.E-mail: [email protected]
School of Transportation Engineering, Tongji University, Cao'an Road, No 4800, Shanghai, China 201804.E-mail: [email protected]
School of Transportation Engineering, Tongji University, Cao'an Road, No 4800, Shanghai, China 201804.E-mail: [email protected]
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