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Design and Implementation of a Stereo Vision System on an Innovative 6DOF Single-Edge Machining Device for Tool Tip Localization and Path Correction †

In the current meso cutting technology industry, the demand for more advanced, accurate and cheaper devices capable of creating a wide range surfaces and geometries is rising. To fulfill this demand, an alternative single point cutting device with 6 degrees of freedom (6DOF) was developed. Its main...

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Autores principales: López-Estrada, Luis, Fajardo-Pruna, Marcelo, Sánchez-González, Lidia, Pérez, Hilde, Fernández-Robles, Laura, Vizán, Antonio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6165565/
https://www.ncbi.nlm.nih.gov/pubmed/30227630
http://dx.doi.org/10.3390/s18093132
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author López-Estrada, Luis
Fajardo-Pruna, Marcelo
Sánchez-González, Lidia
Pérez, Hilde
Fernández-Robles, Laura
Vizán, Antonio
author_facet López-Estrada, Luis
Fajardo-Pruna, Marcelo
Sánchez-González, Lidia
Pérez, Hilde
Fernández-Robles, Laura
Vizán, Antonio
author_sort López-Estrada, Luis
collection PubMed
description In the current meso cutting technology industry, the demand for more advanced, accurate and cheaper devices capable of creating a wide range surfaces and geometries is rising. To fulfill this demand, an alternative single point cutting device with 6 degrees of freedom (6DOF) was developed. Its main advantage compared to milling has been the need for simpler cutting tools that require an easier development. To obtain accurate and precise geometries, the tool tip must be monitored to compensate its position and make the proper corrections on the computer numerical control (CNC). For this, a stereo vision system was carried out as a different approach to the modern available technologies in the industry. In this paper, the artificial intelligence technologies required for implementing such vision system are explored and discussed. The vision system was compared with commercial measurement software Dino Capture, and a dedicated metrological microscope system TESA V-200GL. Experimental analysis were carried out and results were measured in terms of accuracy. The proposed vision system yielded an error equal to ±3 µm in the measurement.
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spelling pubmed-61655652018-10-10 Design and Implementation of a Stereo Vision System on an Innovative 6DOF Single-Edge Machining Device for Tool Tip Localization and Path Correction † López-Estrada, Luis Fajardo-Pruna, Marcelo Sánchez-González, Lidia Pérez, Hilde Fernández-Robles, Laura Vizán, Antonio Sensors (Basel) Article In the current meso cutting technology industry, the demand for more advanced, accurate and cheaper devices capable of creating a wide range surfaces and geometries is rising. To fulfill this demand, an alternative single point cutting device with 6 degrees of freedom (6DOF) was developed. Its main advantage compared to milling has been the need for simpler cutting tools that require an easier development. To obtain accurate and precise geometries, the tool tip must be monitored to compensate its position and make the proper corrections on the computer numerical control (CNC). For this, a stereo vision system was carried out as a different approach to the modern available technologies in the industry. In this paper, the artificial intelligence technologies required for implementing such vision system are explored and discussed. The vision system was compared with commercial measurement software Dino Capture, and a dedicated metrological microscope system TESA V-200GL. Experimental analysis were carried out and results were measured in terms of accuracy. The proposed vision system yielded an error equal to ±3 µm in the measurement. MDPI 2018-09-17 /pmc/articles/PMC6165565/ /pubmed/30227630 http://dx.doi.org/10.3390/s18093132 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
López-Estrada, Luis
Fajardo-Pruna, Marcelo
Sánchez-González, Lidia
Pérez, Hilde
Fernández-Robles, Laura
Vizán, Antonio
Design and Implementation of a Stereo Vision System on an Innovative 6DOF Single-Edge Machining Device for Tool Tip Localization and Path Correction †
title Design and Implementation of a Stereo Vision System on an Innovative 6DOF Single-Edge Machining Device for Tool Tip Localization and Path Correction †
title_full Design and Implementation of a Stereo Vision System on an Innovative 6DOF Single-Edge Machining Device for Tool Tip Localization and Path Correction †
title_fullStr Design and Implementation of a Stereo Vision System on an Innovative 6DOF Single-Edge Machining Device for Tool Tip Localization and Path Correction †
title_full_unstemmed Design and Implementation of a Stereo Vision System on an Innovative 6DOF Single-Edge Machining Device for Tool Tip Localization and Path Correction †
title_short Design and Implementation of a Stereo Vision System on an Innovative 6DOF Single-Edge Machining Device for Tool Tip Localization and Path Correction †
title_sort design and implementation of a stereo vision system on an innovative 6dof single-edge machining device for tool tip localization and path correction †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6165565/
https://www.ncbi.nlm.nih.gov/pubmed/30227630
http://dx.doi.org/10.3390/s18093132
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