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A study of the relationship between adverse weather conditions and flight delay

Author

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  • Y. X. Lee

    (School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore)

  • Z. W. Zhong

    (School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore)

Abstract

Previous studies have indicated the possibility of a relationship between adverse weather conditions and flight delays. Various methods had been employed to determine the effect of adverse weather conditions on flight delays, such as the directed acyclic graph and Autoregressive Integrated Moving Average (ARIMA) model [4], [5]. In this case study for Singapore, linear and square root regression methods were used as a preliminary step to determine and understand this relationship which had not been done before. The SAAM software from EUROCONTROL was also used to illustrate the effect of weather on flights. By the comparison of the R squared values obtained, it was determined that the square root model was better for representing the relationship between adverse weather conditions and flight delays. The models and results from this case study could be applied to modelling and optimization studies of airports and airspace on a macroscopic level in Singapore or the other nations in Southeast Asia which have similar climate, as well as other areas such as forecasting and sectorization. Future research could also be done using more advanced methodologies or models.

Suggested Citation

  • Y. X. Lee & Z. W. Zhong, 2016. "A study of the relationship between adverse weather conditions and flight delay," Journal of Advances in Technology and Engineering Research, A/Professor Akbar A. Khatibi, vol. 2(4), pages 112-117.
    • Handle: RePEc:apb:jaterr:2016:p:112-117
    DOI: 10.20474/jater-2.4.2
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    1. Jinn-Tsai Wong & Sui-Ling Li & David Gillingwater, 2002. "An Optimization Model for Assessing Flight Technical Delay," Transportation Planning and Technology, Taylor & Francis Journals, vol. 25(2), pages 121-153, January.
    2. Pitchforth, Jegar & Wu, Paul & Fookes, Clinton & Mengersen, Kerrie, 2015. "Processing passengers efficiently: An analysis of airport processing times for international passengers," Journal of Air Transport Management, Elsevier, vol. 49(C), pages 35-45.
    3. Chang, Li-Yen, 2014. "Analysis of bilateral air passenger flows: A non-parametric multivariate adaptive regression spline approach," Journal of Air Transport Management, Elsevier, vol. 34(C), pages 123-130.
    4. Abdelghany, Khaled F. & S. Shah, Sharmila & Raina, Sidhartha & Abdelghany, Ahmed F., 2004. "A model for projecting flight delays during irregular operation conditions," Journal of Air Transport Management, Elsevier, vol. 10(6), pages 385-394.
    5. Everett B. Peterson & Kevin Neels & Nathan Barczi & Thea Graham, 2013. "The Economic Cost of Airline Flight Delay," Journal of Transport Economics and Policy, University of Bath, vol. 47(1), pages 107-121, January.
    6. Ryerson, Megan S. & Hansen, Mark & Bonn, James, 2014. "Time to burn: Flight delay, terminal efficiency, and fuel consumption in the National Airspace System," Transportation Research Part A: Policy and Practice, Elsevier, vol. 69(C), pages 286-298.
    7. Benedetto, A., 2002. "A decision support system for the safety of airport runways: the case of heavy rainstorms," Transportation Research Part A: Policy and Practice, Elsevier, vol. 36(8), pages 665-682, October.
    8. Rolim, Paula S.W. & Bettini, Humberto F.A.J. & Oliveira, Alessandro V.M., 2016. "Estimating the impact of airport privatization on airline demand: AÂ regression-based event study," Journal of Air Transport Management, Elsevier, vol. 54(C), pages 31-41.
    9. Zou, Bo & Hansen, Mark, 2014. "Flight delay impact on airfare and flight frequency: A comprehensive assessment," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 69(C), pages 54-74.
    10. Jay M. Rosenberger & Andrew J. Schaefer & David Goldsman & Ellis L. Johnson & Anton J. Kleywegt & George L. Nemhauser, 2002. "A Stochastic Model of Airline Operations," Transportation Science, INFORMS, vol. 36(4), pages 357-377, November.
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