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A Study on the Correlation between Change in the Geometrical Dimension of a Free-Falling Molten Glass Gob and Its Viscosity

To produce flawless glass containers, continuous monitoring of the glass gob is required. It is essential to ensure production of molten glass gobs with the right shape, temperature, viscosity and weight. At present, manual monitoring is common practice in the glass container industry, which heavily...

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Detalles Bibliográficos
Autores principales: Hussain, Mazhar, O’Nils, Mattias, Lundgren, Jan, Shallari, Irida
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8780596/
https://www.ncbi.nlm.nih.gov/pubmed/35062621
http://dx.doi.org/10.3390/s22020661
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author Hussain, Mazhar
O’Nils, Mattias
Lundgren, Jan
Shallari, Irida
author_facet Hussain, Mazhar
O’Nils, Mattias
Lundgren, Jan
Shallari, Irida
author_sort Hussain, Mazhar
collection PubMed
description To produce flawless glass containers, continuous monitoring of the glass gob is required. It is essential to ensure production of molten glass gobs with the right shape, temperature, viscosity and weight. At present, manual monitoring is common practice in the glass container industry, which heavily depends on previous experience, operator knowledge and trial and error. This results in inconsistent measurements and consequently loss of production. In this article, a multi-camera based setup is used as a non-invasive real-time monitoring system. We have shown that under certain conditions, such as keeping the glass composition constant, it is possible to do in-line measurement of viscosity using sensor fusion to correlate the rate of geometrical change in the gob and its temperature. The correlation models presented in this article show that there is a strong correlation, i.e., 0.65, between our measurements and the projected viscosity.
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spelling pubmed-87805962022-01-22 A Study on the Correlation between Change in the Geometrical Dimension of a Free-Falling Molten Glass Gob and Its Viscosity Hussain, Mazhar O’Nils, Mattias Lundgren, Jan Shallari, Irida Sensors (Basel) Communication To produce flawless glass containers, continuous monitoring of the glass gob is required. It is essential to ensure production of molten glass gobs with the right shape, temperature, viscosity and weight. At present, manual monitoring is common practice in the glass container industry, which heavily depends on previous experience, operator knowledge and trial and error. This results in inconsistent measurements and consequently loss of production. In this article, a multi-camera based setup is used as a non-invasive real-time monitoring system. We have shown that under certain conditions, such as keeping the glass composition constant, it is possible to do in-line measurement of viscosity using sensor fusion to correlate the rate of geometrical change in the gob and its temperature. The correlation models presented in this article show that there is a strong correlation, i.e., 0.65, between our measurements and the projected viscosity. MDPI 2022-01-15 /pmc/articles/PMC8780596/ /pubmed/35062621 http://dx.doi.org/10.3390/s22020661 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Communication
Hussain, Mazhar
O’Nils, Mattias
Lundgren, Jan
Shallari, Irida
A Study on the Correlation between Change in the Geometrical Dimension of a Free-Falling Molten Glass Gob and Its Viscosity
title A Study on the Correlation between Change in the Geometrical Dimension of a Free-Falling Molten Glass Gob and Its Viscosity
title_full A Study on the Correlation between Change in the Geometrical Dimension of a Free-Falling Molten Glass Gob and Its Viscosity
title_fullStr A Study on the Correlation between Change in the Geometrical Dimension of a Free-Falling Molten Glass Gob and Its Viscosity
title_full_unstemmed A Study on the Correlation between Change in the Geometrical Dimension of a Free-Falling Molten Glass Gob and Its Viscosity
title_short A Study on the Correlation between Change in the Geometrical Dimension of a Free-Falling Molten Glass Gob and Its Viscosity
title_sort study on the correlation between change in the geometrical dimension of a free-falling molten glass gob and its viscosity
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8780596/
https://www.ncbi.nlm.nih.gov/pubmed/35062621
http://dx.doi.org/10.3390/s22020661
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