Modeling and Calibration of Last-Mile Logistics to Study Smart-City Dynamic Space Management Scenarios

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Autoren

Externe Organisationen

  • Technische Universität Braunschweig
Forschungs-netzwerk anzeigen

Details

OriginalspracheEnglisch
Titel des SammelwerksSuMob '23: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility
Herausgeber/-innenMonika Sester, Stephan Winter, Alexandra Millonig, Francisco Pereira
ErscheinungsortNew York, NY, USA
Herausgeber (Verlag)Association for Computing Machinery (ACM)
Seiten9-12
Seitenumfang4
ISBN (elektronisch)9798400703614
PublikationsstatusVeröffentlicht - 19 Dez. 2023

Abstract

This contribution presents a base case modeling and calibration for simulation studies of last-mile parcel delivery in urban areas to be compared with future sustainable and livable alternative scenarios. We formulate a two-stage mixed-integer programming optimization framework. In the first stage, stopping points are identified using a facility location problem. In the second stage, these stopping points are served through multiple vehicle tours by solving a capacitated vehicle routing problem. The parameterization and calibration are based on real data for a part of the Hanover Linden-Nord district, which includes the street network, the parcel demand of a large logistics service provider, and stopping distances derived from trajectories. The model is the basis for follow-up work in the area of 5G-enabled dynamic space management.

ASJC Scopus Sachgebiete

Ziele für nachhaltige Entwicklung

Zitieren

Modeling and Calibration of Last-Mile Logistics to Study Smart-City Dynamic Space Management Scenarios. / Wage, Oskar; Heumann, Maximilian; Bienzeisler, Lasse.
SuMob '23: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility. Hrsg. / Monika Sester; Stephan Winter; Alexandra Millonig; Francisco Pereira. New York, NY, USA: Association for Computing Machinery (ACM), 2023. S. 9-12.

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Wage, O, Heumann, M & Bienzeisler, L 2023, Modeling and Calibration of Last-Mile Logistics to Study Smart-City Dynamic Space Management Scenarios. in M Sester, S Winter, A Millonig & F Pereira (Hrsg.), SuMob '23: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility. Association for Computing Machinery (ACM), New York, NY, USA, S. 9-12. https://doi.org/10.1145/3615899.3627930
Wage, O., Heumann, M., & Bienzeisler, L. (2023). Modeling and Calibration of Last-Mile Logistics to Study Smart-City Dynamic Space Management Scenarios. In M. Sester, S. Winter, A. Millonig, & F. Pereira (Hrsg.), SuMob '23: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility (S. 9-12). Association for Computing Machinery (ACM). https://doi.org/10.1145/3615899.3627930
Wage O, Heumann M, Bienzeisler L. Modeling and Calibration of Last-Mile Logistics to Study Smart-City Dynamic Space Management Scenarios. in Sester M, Winter S, Millonig A, Pereira F, Hrsg., SuMob '23: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility. New York, NY, USA: Association for Computing Machinery (ACM). 2023. S. 9-12 doi: 10.1145/3615899.3627930
Wage, Oskar ; Heumann, Maximilian ; Bienzeisler, Lasse. / Modeling and Calibration of Last-Mile Logistics to Study Smart-City Dynamic Space Management Scenarios. SuMob '23: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility. Hrsg. / Monika Sester ; Stephan Winter ; Alexandra Millonig ; Francisco Pereira. New York, NY, USA : Association for Computing Machinery (ACM), 2023. S. 9-12
Download
@inproceedings{4ecb4ee22e934b0999d9fa096ee88d9b,
title = "Modeling and Calibration of Last-Mile Logistics to Study Smart-City Dynamic Space Management Scenarios",
abstract = "This contribution presents a base case modeling and calibration for simulation studies of last-mile parcel delivery in urban areas to be compared with future sustainable and livable alternative scenarios. We formulate a two-stage mixed-integer programming optimization framework. In the first stage, stopping points are identified using a facility location problem. In the second stage, these stopping points are served through multiple vehicle tours by solving a capacitated vehicle routing problem. The parameterization and calibration are based on real data for a part of the Hanover Linden-Nord district, which includes the street network, the parcel demand of a large logistics service provider, and stopping distances derived from trajectories. The model is the basis for follow-up work in the area of 5G-enabled dynamic space management.",
keywords = "MILP, optimization, parking space management, urban logistics",
author = "Oskar Wage and Maximilian Heumann and Lasse Bienzeisler",
note = "This work is funded by the German Federal Ministry for Digital and Transport grand 45FGU121E {\textquoteright}5GAPS{\textquoteright}, the German Federal Ministry of Education and Research grant 03SF0609 {\textquoteright}USEfUL XT{\textquoteright} and the German Research Foundation GRK 1931 {\textquoteright}SocialCars{\textquoteright}.",
year = "2023",
month = dec,
day = "19",
doi = "10.1145/3615899.3627930",
language = "English",
pages = "9--12",
editor = "Monika Sester and Stephan Winter and Alexandra Millonig and Francisco Pereira",
booktitle = "SuMob '23: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility",
publisher = "Association for Computing Machinery (ACM)",
address = "United States",

}

Download

TY - GEN

T1 - Modeling and Calibration of Last-Mile Logistics to Study Smart-City Dynamic Space Management Scenarios

AU - Wage, Oskar

AU - Heumann, Maximilian

AU - Bienzeisler, Lasse

N1 - This work is funded by the German Federal Ministry for Digital and Transport grand 45FGU121E ’5GAPS’, the German Federal Ministry of Education and Research grant 03SF0609 ’USEfUL XT’ and the German Research Foundation GRK 1931 ’SocialCars’.

PY - 2023/12/19

Y1 - 2023/12/19

N2 - This contribution presents a base case modeling and calibration for simulation studies of last-mile parcel delivery in urban areas to be compared with future sustainable and livable alternative scenarios. We formulate a two-stage mixed-integer programming optimization framework. In the first stage, stopping points are identified using a facility location problem. In the second stage, these stopping points are served through multiple vehicle tours by solving a capacitated vehicle routing problem. The parameterization and calibration are based on real data for a part of the Hanover Linden-Nord district, which includes the street network, the parcel demand of a large logistics service provider, and stopping distances derived from trajectories. The model is the basis for follow-up work in the area of 5G-enabled dynamic space management.

AB - This contribution presents a base case modeling and calibration for simulation studies of last-mile parcel delivery in urban areas to be compared with future sustainable and livable alternative scenarios. We formulate a two-stage mixed-integer programming optimization framework. In the first stage, stopping points are identified using a facility location problem. In the second stage, these stopping points are served through multiple vehicle tours by solving a capacitated vehicle routing problem. The parameterization and calibration are based on real data for a part of the Hanover Linden-Nord district, which includes the street network, the parcel demand of a large logistics service provider, and stopping distances derived from trajectories. The model is the basis for follow-up work in the area of 5G-enabled dynamic space management.

KW - MILP

KW - optimization

KW - parking space management

KW - urban logistics

UR - http://www.scopus.com/inward/record.url?scp=85182029873&partnerID=8YFLogxK

U2 - 10.1145/3615899.3627930

DO - 10.1145/3615899.3627930

M3 - Conference contribution

SP - 9

EP - 12

BT - SuMob '23: Proceedings of the 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility

A2 - Sester, Monika

A2 - Winter, Stephan

A2 - Millonig, Alexandra

A2 - Pereira, Francisco

PB - Association for Computing Machinery (ACM)

CY - New York, NY, USA

ER -

Von denselben Autoren