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dc.contributor.author
Fourie, Pieter J.
dc.date.accessioned
2018-11-21T13:05:27Z
dc.date.available
2017-06-11T06:42:48Z
dc.date.available
2018-11-21T12:53:43Z
dc.date.available
2018-11-21T13:05:27Z
dc.date.issued
2014-12
dc.identifier.uri
http://hdl.handle.net/20.500.11850/82277
dc.identifier.doi
10.3929/ethz-b-000082277
dc.description.abstract
A rule-based procedure reconstructs vehicle trajectories from bus smart card transaction data. It takes as input data a series of tap-in and tap-out transactions, geo-located to bus stops, recording the card identifier, bus line and direction, vehicle identifier and transaction time. Furthermore, it requires a network description and transit routes and schedule information compliant with the MATSim input format. The process produces a series of “events” compliant with the MATSim format; these are time-stamped atomic units of information that describe the movements of the buses through the network, their dwell operations at stops, together with passenger boardings and alightings. MATSim-compliant analysis tools are then capable of visualising bus movements and perform analyses of ridership, in-vehicle travel times, transfer times and more. Multinomial regression models are derived to describe headway and its variation. Variables tested in the regression analyses include system-wide congestion-levels, taken from a macroscopic fundamental diagram of passenger accumulation and output. A simple method to derive these quantities from the smartcard data is shown, and accumulation is also compared against expected steady-state values calculated using Little’s Law. Further application of the resulting trajectory data includes a realistic model of travel time between transit stops during the course of the day in a fast, simplified transit simulation, and to drive a travel time and waiting time-aware, dynamic transit router.
en_US
dc.format
application/pdf
en_US
dc.language.iso
en
en_US
dc.publisher
Singapore-ETH Centre (SEC), Future Cities Laboratory (FCL)
en_US
dc.rights.uri
http://rightsstatements.org/page/InC-NC/1.0/
dc.subject
Trajectory reconstruction
en_US
dc.subject
Transit smart cards
en_US
dc.subject
Agent-based simulation
en_US
dc.subject
MATSim
en_US
dc.subject
Singapore
en_US
dc.title
Transforming bus smart card transaction data into vehicle trajectories
en_US
dc.type
Working Paper
dc.rights.license
In Copyright - Non-Commercial Use Permitted
ethz.journal.title
Arbeitsberichte Verkehrs- und Raumplanung
ethz.journal.volume
986
en_US
ethz.size
27 p.
en_US
ethz.publication.place
Singapore
en_US
ethz.publication.status
published
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00003 - Schulleitung und Dienste::00022 - Bereich VP Forschung / Domain VP Research::08058 - Singapore-ETH Centre (SEC) / Singapore-ETH Centre (SEC)
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02115 - Dep. Bau, Umwelt und Geomatik / Dep. of Civil, Env. and Geomatic Eng.::02610 - Inst. f. Verkehrspl. u. Transportsyst. / Inst. Transport Planning and Systems::03521 - Axhausen, Kay W. / Axhausen, Kay W.
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02100 - Dep. Architektur / Dep. of Architecture::02655 - Netzwerk Stadt und Landschaft D-ARCH::02226 - NSL - Netzwerk Stadt und Landschaft / NSL - Network City and Landscape
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02100 - Dep. Architektur / Dep. of Architecture::02655 - Netzwerk Stadt und Landschaft D-ARCH
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00003 - Schulleitung und Dienste::00022 - Bereich VP Forschung / Domain VP Research::08058 - Singapore-ETH Centre (SEC) / Singapore-ETH Centre (SEC)::08060 - FCL / FCL
ethz.leitzahl.certified
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02115 - Dep. Bau, Umwelt und Geomatik / Dep. of Civil, Env. and Geomatic Eng.::02610 - Inst. f. Verkehrspl. u. Transportsyst. / Inst. Transport Planning and Systems::03521 - Axhausen, Kay W. / Axhausen, Kay W.
ethz.tag
FCL1
ethz.date.deposited
2017-06-11T06:42:50Z
ethz.source
ECIT
ethz.identifier.importid
imp593651c3d5e6d15365
ethz.ecitpid
pub:129705
ethz.eth
yes
en_US
ethz.availability
Open access
en_US
ethz.rosetta.installDate
2017-07-15T06:20:55Z
ethz.rosetta.lastUpdated
2022-03-28T21:41:24Z
ethz.rosetta.versionExported
true
ethz.COinS
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