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dc.contributor.author
Guidon, Sergio
dc.contributor.author
Tchervenkov, Christopher
dc.contributor.author
Becker, Henrik
dc.contributor.author
Axhausen, Kay W.
dc.date.accessioned
2019-05-20T07:21:16Z
dc.date.available
2019-05-17T16:01:48Z
dc.date.available
2019-05-20T07:21:16Z
dc.date.issued
2019-05
dc.identifier.uri
http://hdl.handle.net/20.500.11850/342814
dc.identifier.doi
10.3929/ethz-b-000342814
dc.description.abstract
In order to optimize operations and increase revenue, free-floating (electric) bicycle sharing operators periodically move bicycles to high demand areas (a process known as rebalancing). As rebalancing is time and cost intensive, an important question that arises, is which bikes should be moved and which bikes are expected to be booked by the users within an acceptable period of time. In this paper, two survival analysis methods are used to analyzethe time until the occurrence of the next booking event: the Cox proportional hazards model and random survival forests. Locational characteristics, weather data, day of the week, as well as the number of other bikes in the vicinity are used to model time to booking. Based on the results, the potential of survival analysis for improving operations of a free-floating (e-)bike sharing system is discussed.
en_US
dc.format
application/pdf
en_US
dc.language.iso
en
en_US
dc.publisher
STRC
en_US
dc.rights.uri
http://rightsstatements.org/page/InC-NC/1.0/
dc.title
Avoiding stranded bicycles in free-floating bicycle-sharing systems: Using survival analysis to derive operational rules for rebalancing
en_US
dc.type
Other Conference Item
dc.rights.license
In Copyright - Non-Commercial Use Permitted
ethz.size
1 p.
en_US
ethz.version.deposit
publishedVersion
en_US
ethz.event
19th Swiss Transport Research Conference (STRC 2019)
en_US
ethz.event.location
Ascona, Switzerland
en_US
ethz.event.date
May 15-17, 2019
en_US
ethz.notes
Abstract
en_US
ethz.publication.place
Ascona
en_US
ethz.publication.status
published
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::02045 - Dep. Geistes-, Sozial- u. Staatswiss. / Dep. of Humanities, Social and Pol.Sc.::03446 - Bernauer, Thomas / Bernauer, Thomas
en_US
ethz.leitzahl
ETH Zürich::00002 - ETH Zürich::00003 - Schulleitung und Dienste::00030 - Bereich Rektorat / Domain Rectorate::02890 - Inst. of Science, Technology, and Policy / Inst. of Science, Technology, and Policy
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
*
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.
en_US
ethz.leitzahl.certified
ETH Zürich::00002 - ETH Zürich::00012 - Lehre und Forschung::00007 - Departemente::02045 - Dep. Geistes-, Sozial- u. Staatswiss. / Dep. of Humanities, Social and Pol.Sc.::03446 - Bernauer, Thomas / Bernauer, Thomas
en_US
ethz.relation.isPreviousVersionOf
10.3929/ethz-b-000356973
ethz.date.deposited
2019-05-17T16:01:55Z
ethz.source
FORM
ethz.eth
yes
en_US
ethz.availability
Open access
en_US
ethz.rosetta.installDate
2019-05-20T07:21:27Z
ethz.rosetta.lastUpdated
2020-02-15T19:07:41Z
ethz.rosetta.exportRequired
true
ethz.rosetta.versionExported
true
ethz.COinS
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