Efficient deformable body simulation in logistics: position-based dynamics for non-rigid packages

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Abstract

This study presents a novel simulation approach using Position-Based Dynamics (PBD) to model the behaviour of deformable bodies, in particular non-rigid consignments. While high-fidelity methods such as Multi-Flexible Body Dynamics (MFBD) achieve superior accuracy, their computational inefficiency is a significant barrier to large-scale applications. To address this limitation, we present a PBD-based framework that emphasizes computational efficiency without sacrificing essential physical accuracy. Using GPU-accelerated simulations via NVIDIA PhysX and IsaacSim, this study investigates the deformation and motion characteristics of non-rigid consignments using a particle-based cloth model. Experimental validation shows that PBD reduces computation time by 75% compared to MFBD for single-consignment simulations, demonstrating its efficiency. These results position PBD as a promising tool for optimizing logistics operations, particularly in automated sorting and conveyor-based handling of flexible packages. Future work will explore scalability for bulk simulations and the integration of Finite Element Method (FEM)based models within PBD for improved accuracy.

Original languageEnglish
Title of host publicationCommunications of the ECMS
EditorsMarco Scarpa, Salvatore Cavalieri, Salvatore Serrano, Fabrizio De Vita
Pages199-208
Number of pages10
Volume39
Edition1
ISBN (Electronic)9783937436869
DOIs
Publication statusPublished - Jun 2025
Event39th ECMS International Conference on Modelling and Simulation - Monastery of San Nicolò l’Arena, Catania, Italy
Duration: 24 Jun 202527 Jun 2025
https://scs-europe.net/conf/ecms2025/

Publication series

NameProceedings - European Council for Modelling and Simulation, ECMS
Volume2025-June
ISSN (Print)2522-2414

Conference

Conference39th ECMS International Conference on Modelling and Simulation
Abbreviated titleECMS
Country/TerritoryItaly
CityCatania
Period24/06/2527/06/25
Internet address

Keywords

  • CEP
  • Deformable Body Simulation
  • DoE
  • Parametrization
  • Particle Cloth
  • Position-Based Dynamics (PBD)

ASJC Scopus subject areas

  • Modelling and Simulation

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