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Assessing Long-Term Impacts of Automation on Freight Transport and Logistics Networks: Large-Scale LRP Integrated in Microscopic Transport Simulation

Deineko, Elija and Thaller, Carina and Liedtke, Gernot (2022) Assessing Long-Term Impacts of Automation on Freight Transport and Logistics Networks: Large-Scale LRP Integrated in Microscopic Transport Simulation. In: 24th Euro Working Group on Transportation Meeting, EWGT 2021, 62 (2022), pp. 624-631. Elsevier. EURO Working Group on Transportation 2021 (EWGT 2021), 08.-10. Sep. 2021, Aveiro, Portugal. doi: 10.1016/j.trpro.2022.02.077. ISSN 2352-1457.

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Official URL: https://www.sciencedirect.com/science/article/pii/S2352146522002046

Abstract

Up to now, bulk transports have been carried out via a hub-and-spoke network in the general cargo sector. However, it is expected that the use of autonomous vehicles will enable a more flexible delivery. Such developments may, economically, make sense for shippers. From an ecological point of view, also negative effects can be expected due to enhanced transport performance. For this reason, in the framework of the research project "Digitalisation in transport sector" funded by Federal Environment Agency, we investigate the impacts of automation on general cargo transport at the logistics network level as well as the resulting economic and ecological effects. For assessing the impacts of autonomous vehicles on logistics network structures and on freight transport routes ex-ante, an instrument for strategic transport and logistics network planning is needed. We develop an efficient meta-heuristic to find new facilities and adjust the network, while thereby considering the routing characteristics by tackling the large-scale location routing problem i.e. LRP. By the linked approach, we can estimate the exact logistics network and coordinates and measure exact transport distances, driving transport lead times and number of necessary vehicles on the infrastructure network. In the framework of the case study food retail distribution in Germany, we operationalize this approach and evaluate the new optimized network as well as investigate the logistics effects. In fact, this research reveals that the utilization of autonomous vehicles significantly enhances transportation ranges, and the number of tours, while reducing the number of operating facilities. Other impacts such as shifting towards a more direct transportation mode choice have also been observed due to the reorganized network.

Item URL in elib:https://elib.dlr.de/146928/
Document Type:Conference or Workshop Item (Speech)
Additional Information:Entstanden im Rahmen des Projektes: Digitalisierung im Verkehr: Potentiale und Risiken für Umwelt und Klima; Gefördert durch: Umweltbundesamt(UBA); Forschungskennzahl 3716 58 103 0 (AZ69 423/60) UBA-FB 3716 58 103 0
Title:Assessing Long-Term Impacts of Automation on Freight Transport and Logistics Networks: Large-Scale LRP Integrated in Microscopic Transport Simulation
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Deineko, ElijaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Thaller, CarinaUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Liedtke, GernotUNSPECIFIEDhttps://orcid.org/0000-0001-8482-2236UNSPECIFIED
Date:2022
Journal or Publication Title:24th Euro Working Group on Transportation Meeting, EWGT 2021
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:No
Volume:62
DOI:10.1016/j.trpro.2022.02.077
Page Range:pp. 624-631
Publisher:Elsevier
Series Name:Transportation Research Procedia
ISSN:2352-1457
Status:Published
Keywords:Automation; freight transport; logistics network; Location Routing Problem; logistics network optimization; tour planning; tour optimization; microscopic agent-based transport simulation; food retail distribution; continuum approximation;
Event Title:EURO Working Group on Transportation 2021 (EWGT 2021)
Event Location:Aveiro, Portugal
Event Type:international Conference
Event Dates:08.-10. Sep. 2021
Organizer:24th EURO Working Group on Transportation
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 - Zukunftsbilder eines automatisierten integrierten Verkehrssystems (old)
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transport Research > Commercial Transport
Deposited By: Deineko, Elija
Deposited On:13 Dec 2021 12:57
Last Modified:02 Feb 2024 09:20

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