Freeway Micro-simulation Calibration: Case Study Using Aimsun and VISSIM with Detailed Field Data
A microscopic simulation model is needed to support the development of Variable Speed Limit/Advisory (VSL/VSA) and Speed Harmonization algorithms. The prospective algorithms will be field implemented and tested so the model needs to match the real traffic conditions well before the algorithm can be developed. Detailed field data were collected at key locations along the freeway mainline and onramps and off-ramps for over a week, including flow, speed and occupancy. The compatibility of the data at all locations has been cross-checked by flow conservation, which is accurate enough for system modeling. Simulation models have been built in both Aimsun and VISSIM and quantitatively calibrated. Both flow and speed should be matched at critical locations. The calibration criteria for flow include GEH Flow calibration criteria, Relative Root Mean Square Error (RRMSE), and accumulated flow; and for speed the Fundamental diagram is used. Simulation results are presented, showing that the two models match the field data at critical locations reasonably well.
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Supplemental Notes:
- This paper was sponsored by TRB committee AHB45 Traffic Flow Theory and Characteristics.
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Corporate Authors:
500 Fifth Street, NW
Washington, DC United States 20001 -
Authors:
- Lu, Xiao-Yun
- Lee, Joyoung
- Chen, Danjue
- Bared, Joe
- Dailey, Daniel
- Shladover, Steven E
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Conference:
- Transportation Research Board 93rd Annual Meeting
- Location: Washington DC
- Date: 2014-1-12 to 2014-1-16
- Date: 2014
Language
- English
Media Info
- Media Type: Digital/other
- Features: Figures; References; Tables;
- Pagination: 17p
- Monograph Title: TRB 93rd Annual Meeting Compendium of Papers
Subject/Index Terms
- TRT Terms: Algorithms; Calibration; Field studies; Freeway operations; Freeways; Microsimulation; Traffic flow; Traffic speed; Variable speed limits
- Uncontrolled Terms: Speed harmonization
- Subject Areas: Highways; Operations and Traffic Management; I70: Traffic and Transport;
Filing Info
- Accession Number: 01520269
- Record Type: Publication
- Report/Paper Numbers: 14-4847
- Files: TRIS, TRB, ATRI
- Created Date: Jan 27 2014 3:42PM