Bus Schedule Rationalisation - An Analysis of Trip Completion Times

Shankar Venkatagiri; Gaurav Kumar; Munish Kaushik

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Paper

Bus Schedule Rationalisation - An Analysis of Trip Completion Times

Topics: Big Data Analytics for Intelligent Transportation; Big Data and Vehicle Analytics; Geographic Information Systems; Public Transportation Management; Traffic and Vehicle Data Collection and Processing

In Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems VEHITS - Volume 1, 403-410, 2018 , Funchal, Madeira, Portugal

Authors: Shankar Venkatagiri ¹ ; Gaurav Kumar ¹ and Munish Kaushik ²

Affiliations: ¹ Indian Institute of Management Bangalore, India ; ² IBM India Private Limited, India

Keyword(s): Vehicle Analytics, AVL Systems, ITS, Time Series Modeling, Dashboard Visualisation, Big Data Platforms.

Related Ontology Subjects/Areas/Topics: Energy and Economy ; Energy-Aware Systems and Technologies ; Geographic Information Systems (GIS)

Abstract: Public transit systems offer a smart option to reduce congestion in Indian cities. Due to the poor service quality of public bus transit operators, more commutes are now being completed using private transport, exacerbating traffic problems. In this paper, we examine AVL data generated by public buses in Bengaluru and identify a problem of schedule compliance for buses plying a popular route. We then undertake a time series analysis of the trip run times. We finalise on an ARIMA model and derive a forecast of completion times. We conclude with recommendations for trip scheduling.

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Paper citation in several formats:

Venkatagiri, S.; Kumar, G. and Kaushik, M. (2018). Bus Schedule Rationalisation - An Analysis of Trip Completion Times. In Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS; ISBN 978-989-758-293-6; ISSN 2184-495X, SciTePress, pages 403-410. DOI: 10.5220/0006711904030410

@conference{vehits18,
author={Shankar Venkatagiri. and Gaurav Kumar. and Munish Kaushik.},
title={Bus Schedule Rationalisation - An Analysis of Trip Completion Times},
booktitle={Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS},
year={2018},
pages={403-410},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006711904030410},
isbn={978-989-758-293-6},
issn={2184-495X},
}

TY - CONF

JO - Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS
TI - Bus Schedule Rationalisation - An Analysis of Trip Completion Times
SN - 978-989-758-293-6
IS - 2184-495X
AU - Venkatagiri, S.
AU - Kumar, G.
AU - Kaushik, M.
PY - 2018
SP - 403
EP - 410
DO - 10.5220/0006711904030410
PB - SciTePress