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Simulation-based method of a dynamical on-demand transportation problem

Tang, Qinrui and Neidhardt, Eric (2019) Simulation-based method of a dynamical on-demand transportation problem. In: Proceedings of WTC 2019. 3rd World Transport Convention, 13.-16. Jun. 2019, Beijing, China.

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Abstract

Demand-oriented public transportation is a new way to provide mobility in both urban area and rural area. This paper aims to simulate an on-demand transportation system which will be implemented in Elde region, Germany. The work flows of sending a trip request and driving are first simulated using Java. The involved data models are explained and implemented. An ant colony algorithm is developed for the routing optimization. By applying the measures, request acceptance rate, average waiting time, vehicle occupancy and vehicle capacity occupancy, in different request arrival rate, the number of vehicles, vehicle capacities and the maximum acceptable riding time, it is found that the vehicles with four seats are most suitable for this system. Also in order to maintain a high acceptance rate more than 80%, the vehicle occupancy rate should be more than 70%. The analysis and evaluation results provide suggestions for vehicle resource assignment and system management.

Item URL in elib:https://elib.dlr.de/127694/
Document Type:Conference or Workshop Item (Speech)
Title:Simulation-based method of a dynamical on-demand transportation problem
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Tang, Qinruiqinrui.tang (at) dlr.dehttps://orcid.org/0000-0003-1327-1283
Neidhardt, EricEric.Neidhardt (at) dlr.dehttps://orcid.org/0000-0002-5111-6324
Date:June 2019
Journal or Publication Title:Proceedings of WTC 2019
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:On-demand transportation, dial-a-rid problem, ant colony algorithm, simulation
Event Title:3rd World Transport Convention
Event Location:Beijing, China
Event Type:international Conference
Event Dates:13.-16. Jun. 2019
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Transport System
DLR - Research area:Transport
DLR - Program:V VS - Verkehrssystem
DLR - Research theme (Project):V - Movement
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transportation Systems > Development of system functions
Deposited By: Tang, Qinrui
Deposited On:21 Jun 2019 10:06
Last Modified:31 Jul 2019 20:25

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