A Generic Modelling Framework for Last-Mile Delivery Systems
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arXiv
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| Main Authors: | , , , , , , , |
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866913705519742976 |
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| author | Gürcan, Önder Szczepanska, Timo Falck, Vanja Antosz, Patrycja Cebeci, Merve Seher de Bok, Michiel Tapia, Rodrigo Tavasszy, Lóránt |
| author_facet | Gürcan, Önder Szczepanska, Timo Falck, Vanja Antosz, Patrycja Cebeci, Merve Seher de Bok, Michiel Tapia, Rodrigo Tavasszy, Lóránt |
| contents | Large-scale social digital twinning projects are complex with multiple objectives. For example, a social digital twinning platform for innovative last-mile delivery solutions may aim to assess consumer delivery method choices within their social environment. However, no single tool can achieve all objectives. Different simulators exist for consumer behavior and freight transport. Therefore, we propose a high-level architecture and present a blueprint for a generic modelling framework. This includes defining modules, input/output data, and interconnections, while addressing data suitability and compatibility risks. We demonstrate the framework's effectiveness with two real-world case studies. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2502_17633 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | A Generic Modelling Framework for Last-Mile Delivery Systems Gürcan, Önder Szczepanska, Timo Falck, Vanja Antosz, Patrycja Cebeci, Merve Seher de Bok, Michiel Tapia, Rodrigo Tavasszy, Lóránt Multiagent Systems Software Engineering Large-scale social digital twinning projects are complex with multiple objectives. For example, a social digital twinning platform for innovative last-mile delivery solutions may aim to assess consumer delivery method choices within their social environment. However, no single tool can achieve all objectives. Different simulators exist for consumer behavior and freight transport. Therefore, we propose a high-level architecture and present a blueprint for a generic modelling framework. This includes defining modules, input/output data, and interconnections, while addressing data suitability and compatibility risks. We demonstrate the framework's effectiveness with two real-world case studies. |
| title | A Generic Modelling Framework for Last-Mile Delivery Systems |
| topic | Multiagent Systems Software Engineering |
| url | https://arxiv.org/abs/2502.17633 |