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Developing Calibration Tools for Microscopic Traffic Simulation Final Report Part 1: Overview Methods and Guidelines on Project Scoping and Data Collection

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  • Zhang, Michael
  • Ma, Jingtao

Abstract

This report, the first of a three-part series, documents the findings of the first two tasks of Task Order 5308, “Developing Calibration Tools for Microscopic Simulation”, namely a review of literature and the development of certain guidelines for properly scoping a microscopic simulation project and coding its network to minimize coding errors. A wide range of transportation applications of microsimulation is reviewed, paying particularly attention to their calibration efforts. The review revealed that many studies paid little attention to model calibration, or at least not documented it if a detailed calibration effort was carried out. And among the studies that performed model calibration, the calibration procedures employed are quite ad hoc, often relying on trial-and-error. The report identified three calibration issues to be addressed in future work: the lack of a systematic calibration procedure, the lack of automated calibration tools, and the lack of reliable O-D trip demands. This report also examined four important aspects of model development, namely project planning, network coding, data collection and processing, and traffic demand estimation, Guidelines for project planning, network coding, and data collection and preparation, synthesized from various sources including our own calibration experiences, are also provided.

Suggested Citation

  • Zhang, Michael & Ma, Jingtao, 2008. "Developing Calibration Tools for Microscopic Traffic Simulation Final Report Part 1: Overview Methods and Guidelines on Project Scoping and Data Collection," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt3hh8f7nz, Institute of Transportation Studies, UC Berkeley.
  • Handle: RePEc:cdl:itsrrp:qt3hh8f7nz
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    References listed on IDEAS

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    1. Skabardonis, Alexander & Dahlgren, Joy & May, Adolf D., 1998. "Modeling The Santa Monica Freeway Corridor: A Feasibility Study," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt7581k7rr, Institute of Transportation Studies, UC Berkeley.
    2. Sherali, Hanif D. & Park, Taehyung, 2001. "Estimation of dynamic origin-destination trip tables for a general network," Transportation Research Part B: Methodological, Elsevier, vol. 35(3), pages 217-235, March.
    3. Jin, Wenlong & Zhang, Michael, 2001. "Evaluation of On-ramp Control Algorithms," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt1gz7w0wm, Institute of Transportation Studies, UC Berkeley.
    4. Gardes, Yonnel & Tang, Eric & Ma, Jingtao & May, Adolf D., 2003. "Advanced Simulation Tools for Freeway Corridor Management," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt5n00t7gs, Institute of Transportation Studies, UC Berkeley.
    5. Jayakrishnan, R. & Rathi, U. & Rindt, C. & Vaideeshwaran, G., 1996. "Enhancements To A Simulation Framework For Analyzing Urban Traffic Networks With Atis/atms," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt2zq344n0, Institute of Transportation Studies, UC Berkeley.
    6. Gardes, Yonnel & May, Adolf D. & Dahlgren, Joy & Skarbardonis, Alex, 2002. "Bay Area Simulation and Ramp Metering Study," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt4sn3h95t, Institute of Transportation Studies, UC Berkeley.
    7. Zhang, Michael & Kim, Taewan & Nie, Xiaojian & Jin, Wenlong & Chu, Lianyu & Recker, Will, 2001. "Evaluation of On-ramp Control Algorithms," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt83n4g2rq, Institute of Transportation Studies, UC Berkeley.
    8. Jayakrishnan, R. & Cohen, Michael & Kim, John & Mahmassani, Hani S. & Hu, Ta-yin, 1993. "A Simulation-based Framework For The Analysis Of Traffic Networks Operating With Real-time Information," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt2t6773w7, Institute of Transportation Studies, UC Berkeley.
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