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Influence of moisture content, temperature, and time on free fatty acid in stored crude palm oil
Consequent to the importance of crude palm oil (CPO) to global food processing industries, and the need for quality assurance of CPO. A kinetic model that describes changes of free fatty acid (FFA) in industrially stored CPO has been developed. CPO FFA is a well-known indicator of the deterioration...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9198255/ https://www.ncbi.nlm.nih.gov/pubmed/35701515 http://dx.doi.org/10.1038/s41598-022-13998-1 |
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author | Emebu, Samuel Osaikhuiwuomwan, Omokaro Mankonen, Aleksi Udoye, Chinweike Okieimen, Charity Janáčová, Dagmar |
author_facet | Emebu, Samuel Osaikhuiwuomwan, Omokaro Mankonen, Aleksi Udoye, Chinweike Okieimen, Charity Janáčová, Dagmar |
author_sort | Emebu, Samuel |
collection | PubMed |
description | Consequent to the importance of crude palm oil (CPO) to global food processing industries, and the need for quality assurance of CPO. A kinetic model that describes changes of free fatty acid (FFA) in industrially stored CPO has been developed. CPO FFA is a well-known indicator of the deterioration of CPO. The effect of initial moisture content, storage temperature, and time on CPO FFA have been investigated in this work. Specifically, statistical multi-regression models for changes in FFA and moisture content (MC) were developed at P-value < 0.05 or 95% confidence interval fence. It was found that CPO FFA increases with an increase in moisture content, temperature, and time in their linear term and in respect to decreases in their quadratic term, and interaction between moisture content and temperature. The CPO MC was also found to decrease with an increase in temperature and time and increases in the quadratic term of temperature. Although while the model for CPO FFA, based on Fisher's F-test: [Formula: see text] , showed no lack-of-fit; that of CPO MC showed lack-of-fit, [Formula: see text] . Furthermore, based on inference from the statistical model, their kinetic models were also developed. While the CPO FFA kinetic, found to be a half-order kinetic model and its other auxiliary models showed a very good fit (R(2) {0.9933–0.8614} and RMSE {0.0020–3.6716}); that of CPO MC was a poorly fitted first-order kinetic model (R(2) {0.9885–0.3935} and RMSE {0.0605–17.8501}). |
format | Online Article Text |
id | pubmed-9198255 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91982552022-06-16 Influence of moisture content, temperature, and time on free fatty acid in stored crude palm oil Emebu, Samuel Osaikhuiwuomwan, Omokaro Mankonen, Aleksi Udoye, Chinweike Okieimen, Charity Janáčová, Dagmar Sci Rep Article Consequent to the importance of crude palm oil (CPO) to global food processing industries, and the need for quality assurance of CPO. A kinetic model that describes changes of free fatty acid (FFA) in industrially stored CPO has been developed. CPO FFA is a well-known indicator of the deterioration of CPO. The effect of initial moisture content, storage temperature, and time on CPO FFA have been investigated in this work. Specifically, statistical multi-regression models for changes in FFA and moisture content (MC) were developed at P-value < 0.05 or 95% confidence interval fence. It was found that CPO FFA increases with an increase in moisture content, temperature, and time in their linear term and in respect to decreases in their quadratic term, and interaction between moisture content and temperature. The CPO MC was also found to decrease with an increase in temperature and time and increases in the quadratic term of temperature. Although while the model for CPO FFA, based on Fisher's F-test: [Formula: see text] , showed no lack-of-fit; that of CPO MC showed lack-of-fit, [Formula: see text] . Furthermore, based on inference from the statistical model, their kinetic models were also developed. While the CPO FFA kinetic, found to be a half-order kinetic model and its other auxiliary models showed a very good fit (R(2) {0.9933–0.8614} and RMSE {0.0020–3.6716}); that of CPO MC was a poorly fitted first-order kinetic model (R(2) {0.9885–0.3935} and RMSE {0.0605–17.8501}). Nature Publishing Group UK 2022-06-14 /pmc/articles/PMC9198255/ /pubmed/35701515 http://dx.doi.org/10.1038/s41598-022-13998-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Emebu, Samuel Osaikhuiwuomwan, Omokaro Mankonen, Aleksi Udoye, Chinweike Okieimen, Charity Janáčová, Dagmar Influence of moisture content, temperature, and time on free fatty acid in stored crude palm oil |
title | Influence of moisture content, temperature, and time on free fatty acid in stored crude palm oil |
title_full | Influence of moisture content, temperature, and time on free fatty acid in stored crude palm oil |
title_fullStr | Influence of moisture content, temperature, and time on free fatty acid in stored crude palm oil |
title_full_unstemmed | Influence of moisture content, temperature, and time on free fatty acid in stored crude palm oil |
title_short | Influence of moisture content, temperature, and time on free fatty acid in stored crude palm oil |
title_sort | influence of moisture content, temperature, and time on free fatty acid in stored crude palm oil |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9198255/ https://www.ncbi.nlm.nih.gov/pubmed/35701515 http://dx.doi.org/10.1038/s41598-022-13998-1 |
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