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

Kategorien Begutachtete Konferenzbeiträge
Jahr 2023
Autoren Oskar Wage, Maximilian Heumann and Lasse Bienzeisler
Veröffentlicht in 1st ACM SIGSPATIAL International Workshop on Sustainable Mobility (SuMob '23), November 13, 2023, Hamburg, Germany

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. 

Datei 3_SuMob_23_paper_2_4p.pdf (PDF, 2 MB)
DOI 10.1145/3615899.3627930