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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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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. |
format | Online Article Text |
id | pubmed-5038773 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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