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Kriging based saturation flow models for traffic conditions in Indian cities

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  • Saha, Arpita
  • Chakraborty, Souvik
  • Chandra, Satish
  • Ghosh, Indrajit

Abstract

Saturation flow is crucial for designing the signal cycle and the corresponding green phase at an intersection. Therefore, it is important to compute saturation flow with a higher order of accuracy. Highway capacity manual (HCM) has provided a saturation flow model for homogeneous traffic condition with strict lane discipline. However, traffic in many parts of the world is highly heterogeneous and hence, it is necessary to develop saturation flow models for such situations. To this end, this paper presents saturation flow models for heterogeneous traffic conditions. To be specific, four saturation flow models based on Kriging variants have been proposed. Unlike available saturation flow models, the proposed models consider the effect of both geometric and traffic characteristics. Field data from fifteen intersections located in five different cities of India – Delhi, Patiala, Chandigarh, Mumbai and Panchkula – are used for developing and validating the models. Results obtained using the proposed models have been compared with other saturation flow models available in the literature. It is observed that the proposed models yield superior results outperforming existing saturation flow models.

Suggested Citation

  • Saha, Arpita & Chakraborty, Souvik & Chandra, Satish & Ghosh, Indrajit, 2018. "Kriging based saturation flow models for traffic conditions in Indian cities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 38-51.
    • Handle: RePEc:eee:transa:v:118:y:2018:i:c:p:38-51
    DOI: 10.1016/j.tra.2018.08.037
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    References listed on IDEAS

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    1. Tan, Jiyuan & Li, Li & Li, Zhiheng & Zhang, Yi, 2013. "Distribution models for start-up lost time and effective departure flow rate," Transportation Research Part A: Policy and Practice, Elsevier, vol. 51(C), pages 1-11.
    2. Gerald N. Steuart & Bu-Yong Shin, 1978. "The Effect of Small Cars on the Capacity of Signalized Urban Intersections," Transportation Science, INFORMS, vol. 12(3), pages 250-263, August.
    3. Xuan, Yiguang & Daganzo, Carlos F. & Cassidy, Michael J., 2011. "Increasing the capacity of signalized intersections with separate left turn phases," Transportation Research Part B: Methodological, Elsevier, vol. 45(5), pages 769-781, June.
    4. Panos G. Michalopoulos & Gregory Stephanopoulos & Vijay B. Pisharody, 1980. "Modeling of Traffic Flow at Signalized Links," Transportation Science, INFORMS, vol. 14(1), pages 9-41, February.
    5. Hossain, M., 2001. "Estimation of saturation flow at signalised intersections of developing cities: a micro-simulation modelling approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 35(2), pages 123-141, February.
    6. Kimber, R. M. & McDonald, M. & Hounsell, N., 1985. "Passenger car units in saturation flows: Concept, definition, derivation," Transportation Research Part B: Methodological, Elsevier, vol. 19(1), pages 39-61, February.
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