Towards the automation of woven fabric draping via reinforcement learning and Extended Position Based Dynamics
Authors:
- Patrick M. BliesPBPatrick M. Blies
- Sophia KellerSKSophia Keller
- Ulrich KuenzerUKUlrich Kuenzer
- Yassine El ManyariYMYassine El Manyari
- Franz MaierFMFranz Maier
- Markus G.R. SauseMSMarkus G.R. Sause
- Marcel WassererMWMarcel Wasserer
- Roland M. HinterhölzlRHRoland M. Hinterhölzl
Open Access
- 6 March 2025
- journal article
- Published by Elsevier in Journal of Manufacturing Processes
- Vol. 141, 336-350
Abstract
No abstract availableFunding Information
- Austrian Research Promotion Agency (886871)
This publication has 27 references indexed in Scilit:
- An enhanced interactive endoscope model based on position-based dynamics and Cosserat rods for colonoscopy simulationComputers & Graphics, 2023
- Advances and perspectives in collaborative robotics: a review of key technologies and emerging trendsDiscover Mechanical Engineering, 2023
- The fibrous shell approach for the simulation of composite draping with a relevant orientation of the normalsComposite Structures, 2022
- A hypoelastic stress resultant shell approach for simulations of textile composite reinforcement formingComposites Part A: Applied Science and Manufacturing, 2021
- Experimental and numerical analysis of textile composite draping on a square box. Influence of the weave patternComposite Structures, 2021
- Modelling defect formation in textiles during the double diaphragm forming processComposites Part B: Engineering, 2020
- A machine learning assisted approach for textile formability assessment and design improvement of composite componentsComposites Part A: Applied Science and Manufacturing, 2019
- Defect formation during preforming of a bi-axial non-crimp fabric with a pillar stitch patternComposites Part A: Applied Science and Manufacturing, 2016
- The engineering aspects of automated prepreg layup: History, present and futureComposites Part B: Engineering, 2012
- Parameter optimization of the sheet metal forming process using an iterative parallel Kriging algorithmStructural and Multidisciplinary Optimization, 2005