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Self-Calibration of an Industrial Robot Using a Novel Affordable 3D Measuring Device

This work shows the feasibility of calibrating an industrial robot arm through an automated procedure using a new, low-cost, wireless measuring device mounted on the robot’s flange. The device consists of three digital indicators that are fixed orthogonally to each other on an aluminum support. Each...

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Detalles Bibliográficos
Autores principales: Gaudreault, Martin, Joubair, Ahmed, Bonev, Ilian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210369/
https://www.ncbi.nlm.nih.gov/pubmed/30308997
http://dx.doi.org/10.3390/s18103380
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author Gaudreault, Martin
Joubair, Ahmed
Bonev, Ilian
author_facet Gaudreault, Martin
Joubair, Ahmed
Bonev, Ilian
author_sort Gaudreault, Martin
collection PubMed
description This work shows the feasibility of calibrating an industrial robot arm through an automated procedure using a new, low-cost, wireless measuring device mounted on the robot’s flange. The device consists of three digital indicators that are fixed orthogonally to each other on an aluminum support. Each indicator has a measuring accuracy of 3 µm. The measuring instrument uses a kinematic coupling platform which allows for the definition of an accurate and repeatable tool center point (TCP). The idea behind the calibration method is for the robot to bring automatically this TCP to three precisely-known positions (the centers of three precision balls fixed with respect to the robot’s base) and with different orientations of the robot’s end-effector. The self-calibration method was tested on a small six-axis industrial robot, the ABB IRB 120 (Vasteras, Sweden). The robot was modeled by including all its geometrical parameters and the compliance of its joints. The parameters of the model were identified using linear regression with the least-square method. Finally, the performance of the calibration was validated with a laser tracker. This validation showed that the mean and the maximum absolute position errors were reduced from 2.628 mm and 6.282 mm to 0.208 mm and 0.482 mm, respectively.
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spelling pubmed-62103692018-11-02 Self-Calibration of an Industrial Robot Using a Novel Affordable 3D Measuring Device Gaudreault, Martin Joubair, Ahmed Bonev, Ilian Sensors (Basel) Article This work shows the feasibility of calibrating an industrial robot arm through an automated procedure using a new, low-cost, wireless measuring device mounted on the robot’s flange. The device consists of three digital indicators that are fixed orthogonally to each other on an aluminum support. Each indicator has a measuring accuracy of 3 µm. The measuring instrument uses a kinematic coupling platform which allows for the definition of an accurate and repeatable tool center point (TCP). The idea behind the calibration method is for the robot to bring automatically this TCP to three precisely-known positions (the centers of three precision balls fixed with respect to the robot’s base) and with different orientations of the robot’s end-effector. The self-calibration method was tested on a small six-axis industrial robot, the ABB IRB 120 (Vasteras, Sweden). The robot was modeled by including all its geometrical parameters and the compliance of its joints. The parameters of the model were identified using linear regression with the least-square method. Finally, the performance of the calibration was validated with a laser tracker. This validation showed that the mean and the maximum absolute position errors were reduced from 2.628 mm and 6.282 mm to 0.208 mm and 0.482 mm, respectively. MDPI 2018-10-10 /pmc/articles/PMC6210369/ /pubmed/30308997 http://dx.doi.org/10.3390/s18103380 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gaudreault, Martin
Joubair, Ahmed
Bonev, Ilian
Self-Calibration of an Industrial Robot Using a Novel Affordable 3D Measuring Device
title Self-Calibration of an Industrial Robot Using a Novel Affordable 3D Measuring Device
title_full Self-Calibration of an Industrial Robot Using a Novel Affordable 3D Measuring Device
title_fullStr Self-Calibration of an Industrial Robot Using a Novel Affordable 3D Measuring Device
title_full_unstemmed Self-Calibration of an Industrial Robot Using a Novel Affordable 3D Measuring Device
title_short Self-Calibration of an Industrial Robot Using a Novel Affordable 3D Measuring Device
title_sort self-calibration of an industrial robot using a novel affordable 3d measuring device
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6210369/
https://www.ncbi.nlm.nih.gov/pubmed/30308997
http://dx.doi.org/10.3390/s18103380
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