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Sensitivity of Monte Carlo Modeling in Crash Reconstruction

Journal Article
2010-01-0071
ISSN: 1946-3995, e-ISSN: 1946-4002
Published April 12, 2010 by SAE International in United States
Sensitivity of Monte Carlo Modeling in Crash Reconstruction
Sector:
Citation: Fleck, G. and Daily, J., "Sensitivity of Monte Carlo Modeling in Crash Reconstruction," SAE Int. J. Passeng. Cars – Mech. Syst. 3(1):100-112, 2010, https://doi.org/10.4271/2010-01-0071.
Language: English

References

  1. Ang, A. H.-S. Tang, W. H. Probability Concepts in Engineering second John Wiley & Sons 2007
  2. Ball, J.K. Danaher, D.A. Ziernicki, R.M. “Considerations for Applying and Interpreting Monte Carlo Simulation Analyses in Accident Reconstruction,” SAE Technical Paper 2007-01-0741 2007
  3. Bartlett, W. “Conducting Monte Carlo Analysis with Spreadsheet Programs,” SAE Technical Paper 2003-01-0487 2003
  4. Bartlett, W. D. Monte Carlo analysis for accident reconstruction Accident Reconstruction Journal Dec 2008 8
  5. Bartlett, W. Fonda, A. “Evaluating Uncertainty in Accident Reconstruction with Finite Differences,” SAE Technical Paper 2003-01-0489 2003
  6. Brach, R.M. “Uncertainty in Accident Reconstruction Calculations,” SAE Technical Paper 940722 1994
  7. Brach, M. “Vehicle Accident Analysis and Reconstruction Methods,” SAE International Warrendale, PA 978-0-7680-0776-3 2005
  8. Daily, J. G. Shigemura, N. Daily, J. S. Fundamentals of Traffic Crash Reconstruction Institute of Police Technology and Management, University of North Florida Jacksonville, FL 2006
  9. Daily, J.S. “Monte Carlo Techniques for Correlated Variables in Crash Reconstruction,” SAE Int. J. Passeng. Cars - Mech. Syst. 2 1 345 358 2009
  10. Dieck, R. H. Measurement Uncertainty: Methods and Applications Instrumentation, Systems, and Automation Society (ISA) Research Triangle Park, NC 2002
  11. Fonda, A.G. “The Effects of Measurement Uncertainty on the Reconstruction of Various Vehicular Collisions,” SAE Technical Paper 2004-01-1220 2004
  12. Helton, J. C. Johnson, J. D. Sallaberry, C. J. Storlie, C. B. Survey of sampling-based methods for uncertainty and sensitivity analysis Reliability Engineering and System Safety Jan 2006 1175 1209
  13. Kimbrough, S. “Determining the Relative Likelihoods of Competing Scenarious of Events Leading to an Accident,” SAE Technical Paper 2004-01-1222 2004
  14. Kleijnen, J. R. C. Rubinstein, R. Y. Optimization and sensitivity analysis of computer simulation models by the score function method European Journal of Operational Research 88 1996 413 427
  15. Kost, G. Werner, S.M. “Use of Monte Carlo Simulation Techniques in Accident Reconstruction,” SAE Technical Paper 940719 1994
  16. Lozia, Z. Guzek, M. “Uncertainty Study of Road Accident Reconstruction - Computational Methods,” SAE Technical Paper 2005-01-1195 2005
  17. Millwater, H. R. Universal properties of kernel functions for probabilistic sensitivity analysis Probabilistic Engineering Mechanics 24 2009 528 534
  18. Moser, A. Steffan, H. Spek, A. Makkinga, W. “Aplication of the Monte Carlo Methods for Stability Analysis within the Accident Reconstruction Software PC-CRASH,” SAE Technical Paper 2003-01-0488 2003
  19. Piskie, M.A. Gioutsos, T. “Automobile Crash Modeling and the Monte Carlo Method,” SAE Technical Paper 920480 1992
  20. Rose, N.A. Fenton, S.J. Hughes, C.M. “Integrating Monte Carlo Simulation, Momentum-Based Impact Modeling, and Restitution Data to Analyze Crash Severity,” SAE Technical Paper 2001-01-3347 2001
  21. Rubinstein, R. Y. The score function approach for sensitivity analysis of computer simulation models Mathematics and Computers in Simulation 1986
  22. Rubinstein, R. Y. Shapiro, A. Discrete event systems: Sensitivity analysis and stochastic optimization by the score function method John Wiley & Sons Chichester 1993
  23. Sues, R. H. Cesare, M. A. System reliability and sensitivity factors via the MPPSS method Probabilistic Engineering Mechanics 20 2 2005 148 157
  24. Tsongos, N. G. et al. Crash3 technical manual National Highway Traffic Safety Administration, U.S. Department of Transportation 29 Sept 2008 http://www-nass.nhtsa.dot.gov/NASS/MANUALS/Crash3Man.pdf 1985
  25. Tumbas, N.S. Smith, R. “Measuring Protocol for Quantifying Vehicle Damage from an Energy Basis Point of View,” SAE Technical Paper 880072 1988
  26. Wach, W. Unarski J. Uncertainty of calculation results in vehicle collision analysis Forensic Science International 167 2-3 Apr 2007 181 188
  27. Wach, W. Unarski, J. “Determination of Vehicle Velocities and Collision Location by Means of Monte Carlo Simulation Method,” SAE Technical Paper 2006-01-0907 2006
  28. Wood, D.P. O'Riordain, S. “Monte Carlo Simulation Methods Applied to Accident Reconstruction and Avoidance Analysis,” SAE Technical Paper 940720 1994
  29. Wu, Y.-T. Mohanty, S. Variable screening and ranking using sampling-based sensitivity measures Reliability Engineeing and System Safety 91 2006

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