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Assessment of transport infrastructure projects by the use of Monte Carlo simulation: the CBA-DK model

Published: 03 December 2006 Publication History

Abstract

This paper presents the Danish CBA-DK software model for assessment of transport infrastructure projects. The assessment model is based on both a deterministic calculation following the cost-benefit analysis (CBA) methodology in a Danish manual from the Ministry of Transport and on a stochastic calculation, where risk analysis (RA) is carried out using Monte Carlo Simulation (MCS). After a description of the deterministic and stochastic calculations emphasis is paid to the RA part of CBA-DK with considerations about which probability distributions to make use of. Furthermore, a comprehensive assessment of the set of distributions are made. Finally conclusions and a perspective are presented.

References

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Back, W. E., Boles, W. W. & Fry, G. T. 2000. Defining triangular probability distributions from historical cost data. Journal of Construction Engineering and Management, Vol. 126, No. 1: 29--37
[2]
Danish Ministry of Transport 2003. Manual concerning socio-economic analysis --- Applied methodology in the transport sector. Copenhagen, Denmark (In Danish).
[3]
Danish Ministry of Transport 2006. Key Figure Catalog for use in socio-economic analysis on the transport area. Revised June 2006, Copenhagen, Denmark (In Danish)
[4]
Hertz, D. B. and Thomas, H. 1984. Risk Analysis and its Applications. England: John Wiley and Sons Ltd.
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Knudsen, M. A. 2006. Evaluation of uncertainty in traffic models --- a theoretical and practical analysis of the Naestved model, Master Thesis, Technical University of Denmark, Lyngby (In Danisk).
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Leleur, S. 2000. Road Infrastructure Planning --- A Decision-Oriented Approach. 2nd Edition, Lyngby: Polyteknisk Press, Denmark.
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Leleur, S., Holvad, T., Salling, K. B. & Jensen, A. V. 2004. Development of the CLG-DSS evaluation model. Technical Report, Centre for Logistics and Freight Transport, Denmark.
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Lichtenberg, S. 2000. Proactive Management of uncertainty using the Successive Principle. Lyngby: Polyteknisk Press, Denmark.
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Palisade Corporation 2002. @RISK --- Risk analysis and simulation add-In for Microsoft Excel, version 4.5, User Manual, Newfield USA.
[10]
Salling, K. B., Jensen, A. V. and Leleur, S. 2005. CBA-DK --- Software for project appraisal and risk analysis, version 1.0, User Manual, Technical University of Denmark.
[11]
Salling, K. B. 2006. Optimization of Decision Support concerning Large Infrastructure projects. Technical Report, Technical University of Denmark.
[12]
Vose, D. 2002. Risk analysis --- a quantitative guide. 2nd Edition, England: John Wiley and Sons Ltd.
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Vose, D. 2006. Selecting the right distribution in @RISK, Presentation hosted by Palisade, 1st European Palisade User Conference, London, 22--23 June 2006.
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Walker, W. E. et al. 2003. Defining uncertainty --- a conceptual basis for uncertainty management in model-based decision support. Journal of Integrated Assessment Vol. 4, No. 1:5--17.

Cited By

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  • (2007)Appraisal of airport alternatives in Greenland by the use of risk analysis and Monte Carlo simulationProceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come10.5555/1351542.1351895(1986-1993)Online publication date: 9-Dec-2007
  1. Assessment of transport infrastructure projects by the use of Monte Carlo simulation: the CBA-DK model

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    Published In

    cover image ACM Conferences
    WSC '06: Proceedings of the 38th conference on Winter simulation
    December 2006
    2429 pages
    ISBN:1424405017

    Sponsors

    • IIE: Institute of Industrial Engineers
    • ASA: American Statistical Association
    • IEICE ESS: Institute of Electronics, Information and Communication Engineers, Engineering Sciences Society
    • IEEE-CS\DATC: The IEEE Computer Society
    • SIGSIM: ACM Special Interest Group on Simulation and Modeling
    • NIST: National Institute of Standards and Technology
    • (SCS): The Society for Modeling and Simulation International
    • INFORMS-CS: Institute for Operations Research and the Management Sciences-College on Simulation

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    Winter Simulation Conference

    Publication History

    Published: 03 December 2006

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    • IIE
    • ASA
    • IEICE ESS
    • IEEE-CS\DATC
    • SIGSIM
    • NIST
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    • INFORMS-CS
    WSC06: Winter Simulation Conference 2006
    December 3 - 6, 2006
    California, Monterey

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    WSC '06 Paper Acceptance Rate 177 of 252 submissions, 70%;
    Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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    • (2007)Appraisal of airport alternatives in Greenland by the use of risk analysis and Monte Carlo simulationProceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come10.5555/1351542.1351895(1986-1993)Online publication date: 9-Dec-2007

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