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Evaluating capacity of transportation operations with highway travel time reliability

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  • Pennetti, Cody A.
  • Fontaine, Michael D.
  • Jun, Jungwook
  • Lambert, James H.

Abstract

Highway traffic congestion is often considered part of routine operations and is anticipated with transportation travel times; however, severe and unexpected delays cause disruption to deliveries, schedules, operations, and other enterprise logistics. This paper includes a description of methods for changepoint detection applied to disaggregate vehicle speed and volume data to establish a transportation travel time reliability threshold. In the context of enterprise logistics and surface transportation, reliability is measured by the frequency of deviations from anticipated vehicle speeds associated with a given operating condition. In this paper, anticipated speeds are calculated as the speed values with the highest kernel density estimate (KDE) in lieu of traditional statistics of median or mean speed conditions. Specific complexities of transportation networks, such as stochastic system capacity, necessitates the identification of operational thresholds associated with rapid performance degradation. Results from a demonstration dataset (comprised of millions of observations) indicates a rapid decline in reliability near half of the capacity defined by traditional traffic models. Variability of the travel time reliability threshold was observed across geographic locations and years of observation, which conforms with concepts of stochastic system capacity based on inherent randomness of exogenous system factors.

Suggested Citation

  • Pennetti, Cody A. & Fontaine, Michael D. & Jun, Jungwook & Lambert, James H., 2020. "Evaluating capacity of transportation operations with highway travel time reliability," Reliability Engineering and System Safety, Elsevier, vol. 204(C).
    • Handle: RePEc:eee:reensy:v:204:y:2020:i:c:s095183202030627x
    DOI: 10.1016/j.ress.2020.107126
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    References listed on IDEAS

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    1. Carrion, Carlos & Levinson, David, 2012. "Value of travel time reliability: A review of current evidence," Transportation Research Part A: Policy and Practice, Elsevier, vol. 46(4), pages 720-741.
    2. Alexander S. Linthicum & James H. Lambert, 2010. "Risk management for infrastructure corridors vulnerable to adjacent land development," Journal of Risk Research, Taylor & Francis Journals, vol. 13(8), pages 983-1006, December.
    3. Alsultan, Marwan & Jun, Jungwook & Lambert, James H., 2020. "Program evaluation of highway access with innovative risk-cost-benefit analysis," Reliability Engineering and System Safety, Elsevier, vol. 193(C).
    4. Thekdi, Shital A. & Lambert, James H., 2015. "Integrated risk management of safety and development on transportation corridors," Reliability Engineering and System Safety, Elsevier, vol. 138(C), pages 1-12.
    5. Clark, Stephen & Watling, David, 2005. "Modelling network travel time reliability under stochastic demand," Transportation Research Part B: Methodological, Elsevier, vol. 39(2), pages 119-140, February.
    6. Cats, Oded & Koppenol, Gert-Jaap & Warnier, Martijn, 2017. "Robustness assessment of link capacity reduction for complex networks: Application for public transport systems," Reliability Engineering and System Safety, Elsevier, vol. 167(C), pages 544-553.
    7. Muriel-Villegas, Juan E. & Alvarez-Uribe, Karla C. & Patiño-Rodríguez, Carmen E. & Villegas, Juan G., 2016. "Analysis of transportation networks subject to natural hazards – Insights from a Colombian case," Reliability Engineering and System Safety, Elsevier, vol. 152(C), pages 151-165.
    8. Killick, Rebecca & Eckley, Idris A., 2014. "changepoint: An R Package for Changepoint Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 58(i03).
    9. Leslie C. Edie, 1961. "Car-Following and Steady-State Theory for Noncongested Traffic," Operations Research, INFORMS, vol. 9(1), pages 66-76, February.
    10. Börjesson, Maria & Eliasson, Jonas, 2011. "On the use of "average delay" as a measure of train reliability," Transportation Research Part A: Policy and Practice, Elsevier, vol. 45(3), pages 171-184, March.
    11. Thorisson, Heimir & Lambert, James H., 2017. "Multiscale identification of emergent and future conditions along corridors of transportation networks," Reliability Engineering and System Safety, Elsevier, vol. 167(C), pages 255-263.
    12. Mondschein, Andrew & Taylor, Brian D., 2017. "Is traffic congestion overrated? Examining the highly variable effects of congestion on travel and accessibility," Journal of Transport Geography, Elsevier, vol. 64(C), pages 65-76.
    13. Matthew J. Schroeder & James H. Lambert, 2011. "Scenario-based multiple criteria analysis for infrastructure policy impacts and planning," Journal of Risk Research, Taylor & Francis Journals, vol. 14(2), pages 191-214, February.
    14. Bostick, T.P. & Connelly, E.B. & Lambert, J.H. & Linkov, I., 2018. "Resilience science, policy and investment for civil infrastructure," Reliability Engineering and System Safety, Elsevier, vol. 175(C), pages 19-23.
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    Cited by:

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    2. Dong, Shangjia & Gao, Xinyu & Mostafavi, Ali & Gao, Jianxi & Gangwal, Utkarsh, 2023. "Characterizing resilience of flood-disrupted dynamic transportation network through the lens of link reliability and stability," Reliability Engineering and System Safety, Elsevier, vol. 232(C).
    3. Boakye, Jessica & Guidotti, Roberto & Gardoni, Paolo & Murphy, Colleen, 2022. "The role of transportation infrastructure on the impact of natural hazards on communities," Reliability Engineering and System Safety, Elsevier, vol. 219(C).

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