Publication:
Agent-based modelling and simulation for hub and electric last mile distribution in Vienna

Date

2023

Director

Publisher

Elsevier
Acceso abierto / Sarbide irekia
Artículo / Artikulua
Versión publicada / Argitaratu den bertsioa

Project identifier

MICIU//RED2018-102642-T
AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-111100RB-C22/ES/recolecta
European Commission/ERASMUS+/2019-I-ES01-KA103-062602openaire
Impacto
OpenAlexGoogle Scholar
No disponible en Scopus

Abstract

With the rise of e-commerce and door-to-door sales, last-mile deliveries are gaining more and more importance. As a result, last-mile distribution has become one of the most sensitive logistics processes due to its uniqueness, difficulties in meeting schedules, and high costs. Therefore, this work explores the use of urban consolidation centers to ease these last-mile difficulties. For that purpose, a hub in the city center of Vienna has been selected to deliver up to 150 clients disseminated by the city. This suitability is assessed by defining convenient simulation settings in order to replicate parcel demands in the city. Experiments are based in different hub-based fleets (traditional internal combustion vehicles or electric cargo bikes), demand patterns, and delivery frequency strategies by means of a biased randomization vehicle routing optimization heuristic. Results quantify the effects of having an urban consolidation center and highlight the use of electric cargo bikes for the last-mile distribution.

Description

Trabajo presentado en: The 12th International Workshop on Agent-based Mobility, Traffic and Transportation Models, Methodologies and Applications (ABMTRANS) March 15-17, 2023, Leuven, Belgium

Keywords

Last-mile distribution, Logistics, Simulation, Optimization, Heuristics

Department

Institute of Smart Cities - ISC

Faculty/School

Degree

Doctorate program

item.page.cita

Ballano, A., Al-Rahamneh, A., Serrano-Hernandez, A., Faulin, J. (2023) Agent-based modelling and simulation for hub and electric last mile distribution in Vienna. Procedia Computer Science, 220, 718-723. https://doi.org/10.1016/j.procs.2023.03.094.

item.page.rights

© 2023 The Authors. This is an open access article under the CC BY-NC-ND license.

Licencia

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