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Image-Based Sensor for Liquid Level Monitoring during Bottling with Application to Craft and Home-Brewing

Although craft and home brewing have fueled the beer renaissance in the last decade, affordable, reliable, and simple sensing equipment for such breweries is limited. Thus, this manuscript is motivated by the improvement of the bottle-filling process in such settings with the objective of developing...

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Detalles Bibliográficos
Autores principales: Musić, Josip, Stančić, Ivo, Džaja, Barbara, Pekić, Vesna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10459823/
https://www.ncbi.nlm.nih.gov/pubmed/37631662
http://dx.doi.org/10.3390/s23167126
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author Musić, Josip
Stančić, Ivo
Džaja, Barbara
Pekić, Vesna
author_facet Musić, Josip
Stančić, Ivo
Džaja, Barbara
Pekić, Vesna
author_sort Musić, Josip
collection PubMed
description Although craft and home brewing have fueled the beer renaissance in the last decade, affordable, reliable, and simple sensing equipment for such breweries is limited. Thus, this manuscript is motivated by the improvement of the bottle-filling process in such settings with the objective of developing a liquid level sensor based on a novel application of the known optical phenomena of light refraction. Based on the different refraction indices of liquid and air (and critical angle based on Snell’s law), along with a novel LED light source positioning, a reliable liquid level sensor system was built with the aid of an embedded microcontroller. The used operating principle is general and can be used in applications other than the proposed one. The proposed method was extensively tested in a laboratory and limited production settings with a speed of 7 Hz using different liquids and container shapes. It was compared for accuracy to other sensing principles such as ultrasound, infrared, and time-of-flight. It demonstrated comparable or better performance with a height error ranging between −0.1534 mm in static conditions and 1.608 mm for realistic dynamic conditions and good repeatability on the production line with a 4.3 mm standard deviation of the mean.
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spelling pubmed-104598232023-08-27 Image-Based Sensor for Liquid Level Monitoring during Bottling with Application to Craft and Home-Brewing Musić, Josip Stančić, Ivo Džaja, Barbara Pekić, Vesna Sensors (Basel) Article Although craft and home brewing have fueled the beer renaissance in the last decade, affordable, reliable, and simple sensing equipment for such breweries is limited. Thus, this manuscript is motivated by the improvement of the bottle-filling process in such settings with the objective of developing a liquid level sensor based on a novel application of the known optical phenomena of light refraction. Based on the different refraction indices of liquid and air (and critical angle based on Snell’s law), along with a novel LED light source positioning, a reliable liquid level sensor system was built with the aid of an embedded microcontroller. The used operating principle is general and can be used in applications other than the proposed one. The proposed method was extensively tested in a laboratory and limited production settings with a speed of 7 Hz using different liquids and container shapes. It was compared for accuracy to other sensing principles such as ultrasound, infrared, and time-of-flight. It demonstrated comparable or better performance with a height error ranging between −0.1534 mm in static conditions and 1.608 mm for realistic dynamic conditions and good repeatability on the production line with a 4.3 mm standard deviation of the mean. MDPI 2023-08-11 /pmc/articles/PMC10459823/ /pubmed/37631662 http://dx.doi.org/10.3390/s23167126 Text en © 2023 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 Article
Musić, Josip
Stančić, Ivo
Džaja, Barbara
Pekić, Vesna
Image-Based Sensor for Liquid Level Monitoring during Bottling with Application to Craft and Home-Brewing
title Image-Based Sensor for Liquid Level Monitoring during Bottling with Application to Craft and Home-Brewing
title_full Image-Based Sensor for Liquid Level Monitoring during Bottling with Application to Craft and Home-Brewing
title_fullStr Image-Based Sensor for Liquid Level Monitoring during Bottling with Application to Craft and Home-Brewing
title_full_unstemmed Image-Based Sensor for Liquid Level Monitoring during Bottling with Application to Craft and Home-Brewing
title_short Image-Based Sensor for Liquid Level Monitoring during Bottling with Application to Craft and Home-Brewing
title_sort image-based sensor for liquid level monitoring during bottling with application to craft and home-brewing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10459823/
https://www.ncbi.nlm.nih.gov/pubmed/37631662
http://dx.doi.org/10.3390/s23167126
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