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Authors: Jacob P. Buch ; Lars C. Sørensen ; Dirk Kraft and Henrik G. Petersen

Affiliation: The Maersk Mc-Kinney Moller Institute and University of Southern Denmark, Denmark

ISBN: 978-989-758-198-4

Keyword(s): Industrial Assembly Automation, Uncertainty Handling, Dynamic Simulation, Reuse of Experimental Data.

Related Ontology Subjects/Areas/Topics: Industrial Automation and Robotics ; Industrial Engineering ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Machine Learning in Control Applications ; Modeling, Simulation and Architectures ; Robotics and Automation

Abstract: In this paper, we suggest a coherent way of representing results from experiments associated with robotic assembly. The purpose of the representation is to be able to reuse the experiments in other assembly settings. A main novelty in our representation is the inclusion of fine grained experimental uncertainties such as e.g. deviations between a sensed object pose and the actual pose, and we discuss why it is very important for the reusability of experiments to include these uncertainties. Under the reasonable assumption that we can represent the uncertainties as a region around the origin in a potentially high dimensional Cartesian space, we show that we can efficiently represent the studied deviations by storing experiments on a so called spherical lattice. We illustrate that the representation works by studying simulation experiments on two different industrial use cases involving grasping an object and mounting an object on a fixture.

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Paper citation in several formats:
Buch, J.; Sørensen, L.; Kraft, D. and Petersen, H. (2016). Facilitating Robotic Subtask Reuse by a New Representation of Parametrized Solutions.In Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO, ISBN 978-989-758-198-4, pages 37-48. DOI: 10.5220/0005964100370048

@conference{icinco16,
author={Jacob P. Buch. and Lars C. Sørensen. and Dirk Kraft. and Henrik G. Petersen.},
title={Facilitating Robotic Subtask Reuse by a New Representation of Parametrized Solutions},
booktitle={Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,},
year={2016},
pages={37-48},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005964100370048},
isbn={978-989-758-198-4},
}

TY - CONF

JO - Proceedings of the 13th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO,
TI - Facilitating Robotic Subtask Reuse by a New Representation of Parametrized Solutions
SN - 978-989-758-198-4
AU - Buch, J.
AU - Sørensen, L.
AU - Kraft, D.
AU - Petersen, H.
PY - 2016
SP - 37
EP - 48
DO - 10.5220/0005964100370048

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