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Real-Time Measurement of Width and Height of Weld Beads in GMAW Processes

Associated to the weld quality, the weld bead geometry is one of the most important parameters in welding processes. It is a significant requirement in a welding project, especially in automatic welding systems where a specific width, height, or penetration of weld bead is needed. This paper present...

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Autores principales: Pinto-Lopera, Jesús Emilio, S. T. Motta, José Mauricio, Absi Alfaro, Sadek Crisostomo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5038773/
https://www.ncbi.nlm.nih.gov/pubmed/27649198
http://dx.doi.org/10.3390/s16091500
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author Pinto-Lopera, Jesús Emilio
S. T. Motta, José Mauricio
Absi Alfaro, Sadek Crisostomo
author_facet Pinto-Lopera, Jesús Emilio
S. T. Motta, José Mauricio
Absi Alfaro, Sadek Crisostomo
author_sort Pinto-Lopera, Jesús Emilio
collection PubMed
description Associated to the weld quality, the weld bead geometry is one of the most important parameters in welding processes. It is a significant requirement in a welding project, especially in automatic welding systems where a specific width, height, or penetration of weld bead is needed. This paper presents a novel technique for real-time measuring of the width and height of weld beads in gas metal arc welding (GMAW) using a single high-speed camera and a long-pass optical filter in a passive vision system. The measuring method is based on digital image processing techniques and the image calibration process is based on projective transformations. The measurement process takes less than 3 milliseconds per image, which allows a transfer rate of more than 300 frames per second. The proposed methodology can be used in any metal transfer mode of a gas metal arc welding process and does not have occlusion problems. The responses of the measurement system, presented here, are in a good agreement with off-line data collected by a common laser-based 3D scanner. Each measurement is compare using a statistical Welch’s t-test of the null hypothesis, which, in any case, does not exceed the threshold of significance level α = 0.01, validating the results and the performance of the proposed vision system.
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spelling pubmed-50387732016-09-29 Real-Time Measurement of Width and Height of Weld Beads in GMAW Processes Pinto-Lopera, Jesús Emilio S. T. Motta, José Mauricio Absi Alfaro, Sadek Crisostomo Sensors (Basel) Article Associated to the weld quality, the weld bead geometry is one of the most important parameters in welding processes. It is a significant requirement in a welding project, especially in automatic welding systems where a specific width, height, or penetration of weld bead is needed. This paper presents a novel technique for real-time measuring of the width and height of weld beads in gas metal arc welding (GMAW) using a single high-speed camera and a long-pass optical filter in a passive vision system. The measuring method is based on digital image processing techniques and the image calibration process is based on projective transformations. The measurement process takes less than 3 milliseconds per image, which allows a transfer rate of more than 300 frames per second. The proposed methodology can be used in any metal transfer mode of a gas metal arc welding process and does not have occlusion problems. The responses of the measurement system, presented here, are in a good agreement with off-line data collected by a common laser-based 3D scanner. Each measurement is compare using a statistical Welch’s t-test of the null hypothesis, which, in any case, does not exceed the threshold of significance level α = 0.01, validating the results and the performance of the proposed vision system. MDPI 2016-09-15 /pmc/articles/PMC5038773/ /pubmed/27649198 http://dx.doi.org/10.3390/s16091500 Text en © 2016 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
Pinto-Lopera, Jesús Emilio
S. T. Motta, José Mauricio
Absi Alfaro, Sadek Crisostomo
Real-Time Measurement of Width and Height of Weld Beads in GMAW Processes
title Real-Time Measurement of Width and Height of Weld Beads in GMAW Processes
title_full Real-Time Measurement of Width and Height of Weld Beads in GMAW Processes
title_fullStr Real-Time Measurement of Width and Height of Weld Beads in GMAW Processes
title_full_unstemmed Real-Time Measurement of Width and Height of Weld Beads in GMAW Processes
title_short Real-Time Measurement of Width and Height of Weld Beads in GMAW Processes
title_sort real-time measurement of width and height of weld beads in gmaw processes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5038773/
https://www.ncbi.nlm.nih.gov/pubmed/27649198
http://dx.doi.org/10.3390/s16091500
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