TY - DATA T1 - Impact Aware Manipulation (I.AM.) archive containing suction cup release experiments PY - 2022/10/19 AU - Maarten Jongeneel AU - Alessandro Saccon AU - Job Voorst, van AU - Menno Lubbers UR - https://data.4tu.nl/articles/dataset/Impact_Aware_Manipulation_I_AM_archive_containing_suction_cup_release_experiments/20536569/2 DO - 10.4121/20536569.v2 KW - Robotics KW - Impact-Aware-Manipulation KW - Object KW - Modeling KW - Suction-cup KW - release-model N2 -
I.AM. archive as part of the Impact-Aware Robotics Archives Collection. This archive contains all data associated to the paper "Learning Suction Cup Dynamics from Motion Capture: Accurate Prediction of an Object's Vertical Motion during Release", as presented in IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS - Kyoto, Japan, 2022.
This archive contains recordings of experiments that are executed under the scenario of TOSS. In these recordings, a UR10 robot is used to release and drop a plastic plate with different weights attached on a conveyor belt. The purpose of these experiments is to learn the release dynamics of the suction cup. This modeling framework is used within the H2020 I.AM. project (www.i-am-project.eu) to predict the end pose of a certain box on a conveyor belt, after it is tossed. Within these experiments, the involved contact transition is a release between the robot and the object. All the recordings in the archive were performed at the Innovation Lab of Vanderlande, located within the TU/e campus.