Estimação da matriz origem-destino e da distribuição espacial da lotação em um sistema de transporte sobre trilhos a partir de dados de bilhetagem eletrônica
DOI:
https://doi.org/10.14295/transportes.v25i3.1347Keywords:
Lotação, Transporte Público, Sistema Metroferroviário, Bilhetagem Eletrônica.Abstract
This paper presents the results of an analysis to estimate station-to-station occupation levels of a metro and urban rail system throughout the day using electronic ticketing data. An adaptation of the trip chaining methodology is proposed, which infers users destination since there is no transaction at the final destination stations. This allowed us to obtain an estimate of the origin-destination matrix quickly and efficiently, without costly field surveys, for the rail passenger transport system of the São Paulo Metropolitan Area (SPMA). The proposed methodology also made it possible to obtain the spatiotemporal pattern of the crowding levels for all lines and directions of the network, as well as the transfer volumes in the stations through the assignment of the matrix throughout the operation period and not only for the peak times, as usually done from field surveys based on user interviews.
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Alsger, A. A., M. Mesbah, L. L. Ferreira e H. Safi (2015) Use of Smart Card Fare Data to Estimate Public Transport Origin–Destination Matrix. Transportation Research Record: Journal of the Transportation Research Board, (2535), 88-96. DOI: 10.3141/2535-10
Barry, J., R. Newhouser, A. Rahbee e S. Sayeda (2002) Origin and destination estimation in New York City with automated fare system data. Transportation Research Record: Journal of the Transportation Research Board, (1817), 183-187. DOI: 10.3141/1817-24
Barry, J., R. Freimer e H. Slavin (2009) Use of entry-only automatic fare collection data to estimate linked transit trips in New York City. Transportation Research Record: Journal of the Transportation Research Board, (2112), 53-61. DOI: 10.3141/2112-07
Barbosa, B. (2016) Alívio na lotação de Metrô e CPTM deve ficar para 2017. UOL Notícias Cotidiano. Disponível em: <http://noticias.uol.com.br/cotidiano/ultimas-noticias/2016/01/11/alivio-na-lotacao-de-metro-e-cptm-deve-ficar-para-2017.htm>. Acesso em: 22 de junho de 2016.
Dijkstra, E. W. (1959). A note on two problems in connexion with graphs. Numerische mathematik, 1(1), 269-271. DOI: 10.1007/BF01386390
Feriancic, G., F. R. Celeiro e L. N. B. Silva (2015) Planejamento da Mobilidade com Big Data de Telefonia Móvel. 20º Congresso Brasileiro de Transporte e Trânsito, Santos.
Ferraz, A. C. P. e I.G.E. Torres. (2004) Transporte público urbano. RiMa Editora.
Google Transit (2016) Google Transit, documento de referência para desenvolvedores. Disponível em: <https://developers.google.com/transit/gtfs/reference>. Acesso em: 1 de julho de 2016.
Lin, M. e Hsu, W-J. (2014). Mining GPS data for mobility patterns: A survey. Pervasive and Mobile Computing, 12, p.1-16. DOI: 10.1016/j.pmcj.2013.06.005.
Kim, K. M., S. P. Hong, S. J. Ko e D. Kim (2015) Does crowding affect the path choice of metro passengers?. Transportation Research Part A: Policy and Practice, 77, 292-304. DOI: 10.1016/j.tra.2015.04.023
Metrô SP (2017). Site oficial do Metrô de São Paulo. http://www.metro.sp.gov.br/. Acesso em 13 de março de 2017.
Munizaga, M. A. e C. Palma (2012) Estimation of a disaggregate multimodal public transport Origin–Destination matrix from passive smartcard data from Santiago, Chile. Transportation Research Part C: Emerging Technologies, 24, 9-18. DOI: 10.1016/j.trc.2012.01.007
Nassir, N., A. Khani, S. Lee, H. Noh e M. Hickman (2011) Transit stop-level origin-destination estimation through use of transit schedule and automated data collection system. Transportation Research Record: Journal of the Transportation Research Board, (2263), 140-150. DOI: 10.3141/2263-16
Ortúzar, J. e L. G. Willumsen (1994) Modelling transport. New Jersey: Wiley. DOI: 10.1002/9781119993308
Pelletier, M. P., M. Trépanier e C. Morency (2011) Smart card data use in public transit: A literature review. Transportation Research Part C: Emerging Technologies, 19(4), 557-568. DOI: 10.1016/j.trc.2010.12.003
Rodrigues, M. A e Sorratini, J. A. A qualidade no transporte coletivo urbano. In: XXII Congresso de Pesquisa e Ensino em Transportes, 2008, Fortaleza, CE. Panorama Nacional da Pesquisa em Transportes 2008. XXII ANPET. Rio de Janeiro, p. 1081-1092.
Stasko, T., B. Levine e A. Reddy (2016) A Time-Expanded Network Model of Train-level Subway Ridership Flows Using Actual Train Movement Data at New York City Transit. In Transportation Research Board 95th Annual Meeting (No. 16-4090). DOI: 10.3141/2540-11
Tirachini, A., D. A. Hensher e J.M. Rose (2013) Crowding in public transport systems: effects on users, operation and implica-tions for the estimation of demand. Transportation research part A: policy and practice,53, 36-52. DOI: 10.1016/j.tra.2013.06.005
Wardman, M. (2004) Public transport values of time. Transport policy, 11(4), 363-377. DOI: 10.1016/j.tranpol.2004.05.001
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