Development of 3D elastic deformable object model for robot manipulation purposes

This paper presents a mass-spring model applied in the manipulation of elastic deformable object for home service robot application. In this paper, we present a system used to fold a piece of rectangular cloth from a specific initial condition using robot. The cloth is modeled as a 3D object in a 2D...

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Main Authors: Hou Y.C., Sahari K.S.M., Yin G.C.
Other Authors: 37067465000
Format: Conference paper
Published: 2023
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spelling my.uniten.dspace-295482023-12-28T14:30:28Z Development of 3D elastic deformable object model for robot manipulation purposes Hou Y.C. Sahari K.S.M. Yin G.C. 37067465000 57218170038 55081314200 Cloth folding Elastic deformable object Mass-spring model Robot manipulation Deformation Mobile robots Robotic arms 3D object Deformable object Explicit integration External force Home service robot Initial conditions Mass spring systems Mass-spring model Mass-spring models Particle position Robot manipulation Vision-based tracking Three dimensional This paper presents a mass-spring model applied in the manipulation of elastic deformable object for home service robot application. In this paper, we present a system used to fold a piece of rectangular cloth from a specific initial condition using robot. The cloth is modeled as a 3D object in a 2D quadrangular mesh based on a mass-spring system and its state is estimated using an explicit integration scheme that computes the particle position as a function of internal and external forces acting on the elastic deformable object. The state of the elastic deformable object under robot manipulation is currently tracked from the trajectory of the mass points in the massspring system model in a self developed simulator, which integrates a mass-spring model and a 5 DOF articulated robotic arm. To test the reliability of the model, the simulator is used to predict the best possible paths for the robotic arm to fold a rectangular cloth in two. In the test, the state of the object is derived from the model and then compared with practical experiment. Based on the test, the error is generally acceptable. Thus, this model can be used as an estimator for vision-based tracking on the state of an elastic deformable object for manipulation by home service robots. � (2012) Trans Tech Publications, Switzerland. Final 2023-12-28T06:30:28Z 2023-12-28T06:30:28Z 2012 Conference paper 10.4028/www.scientific.net/AMM.157-158.1167 2-s2.0-84858115854 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84858115854&doi=10.4028%2fwww.scientific.net%2fAMM.157-158.1167&partnerID=40&md5=0dba0b13e9707cd9f5073b71e55fe251 https://irepository.uniten.edu.my/handle/123456789/29548 157-158 1167 1172 Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
topic Cloth folding
Elastic deformable object
Mass-spring model
Robot manipulation
Deformation
Mobile robots
Robotic arms
3D object
Deformable object
Explicit integration
External force
Home service robot
Initial conditions
Mass spring systems
Mass-spring model
Mass-spring models
Particle position
Robot manipulation
Vision-based tracking
Three dimensional
spellingShingle Cloth folding
Elastic deformable object
Mass-spring model
Robot manipulation
Deformation
Mobile robots
Robotic arms
3D object
Deformable object
Explicit integration
External force
Home service robot
Initial conditions
Mass spring systems
Mass-spring model
Mass-spring models
Particle position
Robot manipulation
Vision-based tracking
Three dimensional
Hou Y.C.
Sahari K.S.M.
Yin G.C.
Development of 3D elastic deformable object model for robot manipulation purposes
description This paper presents a mass-spring model applied in the manipulation of elastic deformable object for home service robot application. In this paper, we present a system used to fold a piece of rectangular cloth from a specific initial condition using robot. The cloth is modeled as a 3D object in a 2D quadrangular mesh based on a mass-spring system and its state is estimated using an explicit integration scheme that computes the particle position as a function of internal and external forces acting on the elastic deformable object. The state of the elastic deformable object under robot manipulation is currently tracked from the trajectory of the mass points in the massspring system model in a self developed simulator, which integrates a mass-spring model and a 5 DOF articulated robotic arm. To test the reliability of the model, the simulator is used to predict the best possible paths for the robotic arm to fold a rectangular cloth in two. In the test, the state of the object is derived from the model and then compared with practical experiment. Based on the test, the error is generally acceptable. Thus, this model can be used as an estimator for vision-based tracking on the state of an elastic deformable object for manipulation by home service robots. � (2012) Trans Tech Publications, Switzerland.
author2 37067465000
author_facet 37067465000
Hou Y.C.
Sahari K.S.M.
Yin G.C.
format Conference paper
author Hou Y.C.
Sahari K.S.M.
Yin G.C.
author_sort Hou Y.C.
title Development of 3D elastic deformable object model for robot manipulation purposes
title_short Development of 3D elastic deformable object model for robot manipulation purposes
title_full Development of 3D elastic deformable object model for robot manipulation purposes
title_fullStr Development of 3D elastic deformable object model for robot manipulation purposes
title_full_unstemmed Development of 3D elastic deformable object model for robot manipulation purposes
title_sort development of 3d elastic deformable object model for robot manipulation purposes
publishDate 2023
_version_ 1806425943671046144
score 13.214268