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Expert System for Monitoring the Malaxing State of the Olive Paste Based on Computer Vision †
The malaxing of olive paste is one of the most important sub-processes in the virgin olive oil production process. The master continuously supervises the olive paste inside the themomixer to assess the preparation state of the olive paste and he acts manually over the process variables. The viscosit...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6069482/ https://www.ncbi.nlm.nih.gov/pubmed/29997320 http://dx.doi.org/10.3390/s18072227 |
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author | Martínez Gila, Diego M. Cano Marchal, Pablo Gómez Ortega, Juan Gámez García, Javier |
author_facet | Martínez Gila, Diego M. Cano Marchal, Pablo Gómez Ortega, Juan Gámez García, Javier |
author_sort | Martínez Gila, Diego M. |
collection | PubMed |
description | The malaxing of olive paste is one of the most important sub-processes in the virgin olive oil production process. The master continuously supervises the olive paste inside the themomixer to assess the preparation state of the olive paste and he acts manually over the process variables. The viscosity, granularity, and the presence of olive oil over the paste are the main indicators of the olive paste state. Furthermore, the temperature, time, coadjuvant addition and the shovel speeds are the process variables in the thermomixer. In this work, different image-processing parameters have been proposed to automatically assess the aforementioned indicators and they have been used as inputs in the designed fuzzy controller. Also, the outputs of this controller have been evaluated according to a sequence of images obtained inside the thermomixer and during the malaxing process in a real olive mill. |
format | Online Article Text |
id | pubmed-6069482 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-60694822018-08-07 Expert System for Monitoring the Malaxing State of the Olive Paste Based on Computer Vision † Martínez Gila, Diego M. Cano Marchal, Pablo Gómez Ortega, Juan Gámez García, Javier Sensors (Basel) Article The malaxing of olive paste is one of the most important sub-processes in the virgin olive oil production process. The master continuously supervises the olive paste inside the themomixer to assess the preparation state of the olive paste and he acts manually over the process variables. The viscosity, granularity, and the presence of olive oil over the paste are the main indicators of the olive paste state. Furthermore, the temperature, time, coadjuvant addition and the shovel speeds are the process variables in the thermomixer. In this work, different image-processing parameters have been proposed to automatically assess the aforementioned indicators and they have been used as inputs in the designed fuzzy controller. Also, the outputs of this controller have been evaluated according to a sequence of images obtained inside the thermomixer and during the malaxing process in a real olive mill. MDPI 2018-07-11 /pmc/articles/PMC6069482/ /pubmed/29997320 http://dx.doi.org/10.3390/s18072227 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 Martínez Gila, Diego M. Cano Marchal, Pablo Gómez Ortega, Juan Gámez García, Javier Expert System for Monitoring the Malaxing State of the Olive Paste Based on Computer Vision † |
title | Expert System for Monitoring the Malaxing State of the Olive Paste Based on Computer Vision † |
title_full | Expert System for Monitoring the Malaxing State of the Olive Paste Based on Computer Vision † |
title_fullStr | Expert System for Monitoring the Malaxing State of the Olive Paste Based on Computer Vision † |
title_full_unstemmed | Expert System for Monitoring the Malaxing State of the Olive Paste Based on Computer Vision † |
title_short | Expert System for Monitoring the Malaxing State of the Olive Paste Based on Computer Vision † |
title_sort | expert system for monitoring the malaxing state of the olive paste based on computer vision † |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6069482/ https://www.ncbi.nlm.nih.gov/pubmed/29997320 http://dx.doi.org/10.3390/s18072227 |
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