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Microscopic Demand Modeling of Urban and Regional Commercial Transport

Reiffer, Anna; Heilig, Michael; Kagerbauer, Martin; Vortisch, Peter

Abstract:
Commercial transport is an intrinsic part of the evaluation of traffic volumes. However, it is often limited to freight transport, and while this is a significant element, it disregards the share of trips contributed by plumbers, electricians, care services, and the like. These businesses add a significant part to the commercial traffic volume, especially in urban areas. The reasons, commercial passenger transport lacks behind are wide-ranging, one of the leading causes being difficulties in gathering sufficient data.

In this paper, we present a microscopic approach to model commercial travel demand, including but not limited to freight traffic, based on data from a national survey and open data. We differentiate between vehicles of businesses that have a fixed daily schedule, with only small variations of their trip purposes and vehicles of businesses that can predict their daily schedules only to a certain degree. The latter have varying trip purposes and decide on a short-term base if and what sort of trip is to be pursued. Vehicles with fixed daily schedules include plumbers, electricians, care services, and delivery trucks. Due to our database, we produced a model for these vehicles exemplary for delivery by determining the number of trips for a day and assigning destinations to those trips afterward. ... mehr

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Verlagsausgabe §
DOI: 10.5445/IR/1000093777
Veröffentlicht am 06.05.2019
Originalveröffentlichung
DOI: 10.1016/j.procs.2018.04.118
Coverbild
Zugehörige Institution(en) am KIT Institut für Verkehrswesen (IFV)
Publikationstyp Zeitschriftenaufsatz
Jahr 2018
Sprache Englisch
Identifikator ISSN: 1877-0509
KITopen-ID: 1000093777
Erschienen in Procedia computer science
Band 130
Seiten 667–674
Bemerkung zur Veröffentlichung Proceedingsbeitrag: 9th International Conference on Ambient Systems, Networks and Technologies (ANT 2018)
Schlagworte commercial transport; travel demand model; microscopic
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