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Investigations on Storage and Oxidative Stability of Biodiesel from Different Feedstocks Using the Rancimat Method, Infrared Spectroscopy, and Chemometry
[Image: see text] Biodiesel can be altered when exposed to air, light, temperature, and humidity. Other factors, such as microbial or inorganic agents, also interfere with the quality of the product. In the present work, the Rancimat method and mid-infrared spectroscopy associated with chemometry, w...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9453965/ https://www.ncbi.nlm.nih.gov/pubmed/36092623 http://dx.doi.org/10.1021/acsomega.2c01348 |
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author | de Menezes, Larissa C. de Sousa, Eliane R. da Silva, Gilmar S. Marques, Aldaléa L. Brandes Viegas, Helmara D. Costa dos Santos, Marcelo J. Castro |
author_facet | de Menezes, Larissa C. de Sousa, Eliane R. da Silva, Gilmar S. Marques, Aldaléa L. Brandes Viegas, Helmara D. Costa dos Santos, Marcelo J. Castro |
author_sort | de Menezes, Larissa C. |
collection | PubMed |
description | [Image: see text] Biodiesel can be altered when exposed to air, light, temperature, and humidity. Other factors, such as microbial or inorganic agents, also interfere with the quality of the product. In the present work, the Rancimat method and mid-infrared spectroscopy associated with chemometry, were used to identify the oxidation process of biodiesel from different feedstocks and to evaluate the antioxidant activity of butylated hydroxytoluene. The study was carried out in four steps: preparation of biodiesel samples with and without the antioxidant agent, degradation of the samples under the effect of light and heating at 70 °C, measurements of the induction period, obtention of infrared spectra, and multivariate analysis. The Fourier transform mid-infrared spectroscopy was used in combination with multivariate analysis, using techniques such as principal component analysis (PCA) and hierarchical clustering analysis (HCA). The Rancimat results showed that babassu biodiesel has a higher resistance to oxidative degradation, while chicken biodiesel is the most susceptible to degradation; on the other hand, the antioxidant activity was more effective with chicken biodiesel, demonstrating that the antioxidant effect depends on the feedstock used in the production of biodiesel. The oxidative stability of babassu oil-, corn oil-, and chicken fat-based biodiesels decreased during storage both in the presence of light and at high temperature. Prior to PCA, all spectra were pre-processed with a combination of Savitzky–Golay smoothing filter with a 7-point window, baseline correction, and mean-centered data. The use of mid-infrared spectroscopy associated with PCA revealed the first two components to explain the greater variability of data, representing over 75% of total variation for all analyzed systems. In addition, it was able to separate the biodiesel samples according to the fatty acid profile of its feedstock, as well as the type of degradation to which it was subjected, the same being confirmed by HCA. |
format | Online Article Text |
id | pubmed-9453965 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-94539652022-09-09 Investigations on Storage and Oxidative Stability of Biodiesel from Different Feedstocks Using the Rancimat Method, Infrared Spectroscopy, and Chemometry de Menezes, Larissa C. de Sousa, Eliane R. da Silva, Gilmar S. Marques, Aldaléa L. Brandes Viegas, Helmara D. Costa dos Santos, Marcelo J. Castro ACS Omega [Image: see text] Biodiesel can be altered when exposed to air, light, temperature, and humidity. Other factors, such as microbial or inorganic agents, also interfere with the quality of the product. In the present work, the Rancimat method and mid-infrared spectroscopy associated with chemometry, were used to identify the oxidation process of biodiesel from different feedstocks and to evaluate the antioxidant activity of butylated hydroxytoluene. The study was carried out in four steps: preparation of biodiesel samples with and without the antioxidant agent, degradation of the samples under the effect of light and heating at 70 °C, measurements of the induction period, obtention of infrared spectra, and multivariate analysis. The Fourier transform mid-infrared spectroscopy was used in combination with multivariate analysis, using techniques such as principal component analysis (PCA) and hierarchical clustering analysis (HCA). The Rancimat results showed that babassu biodiesel has a higher resistance to oxidative degradation, while chicken biodiesel is the most susceptible to degradation; on the other hand, the antioxidant activity was more effective with chicken biodiesel, demonstrating that the antioxidant effect depends on the feedstock used in the production of biodiesel. The oxidative stability of babassu oil-, corn oil-, and chicken fat-based biodiesels decreased during storage both in the presence of light and at high temperature. Prior to PCA, all spectra were pre-processed with a combination of Savitzky–Golay smoothing filter with a 7-point window, baseline correction, and mean-centered data. The use of mid-infrared spectroscopy associated with PCA revealed the first two components to explain the greater variability of data, representing over 75% of total variation for all analyzed systems. In addition, it was able to separate the biodiesel samples according to the fatty acid profile of its feedstock, as well as the type of degradation to which it was subjected, the same being confirmed by HCA. American Chemical Society 2022-08-25 /pmc/articles/PMC9453965/ /pubmed/36092623 http://dx.doi.org/10.1021/acsomega.2c01348 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by-nc-nd/4.0/Permits non-commercial access and re-use, provided that author attribution and integrity are maintained; but does not permit creation of adaptations or other derivative works (https://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | de Menezes, Larissa C. de Sousa, Eliane R. da Silva, Gilmar S. Marques, Aldaléa L. Brandes Viegas, Helmara D. Costa dos Santos, Marcelo J. Castro Investigations on Storage and Oxidative Stability of Biodiesel from Different Feedstocks Using the Rancimat Method, Infrared Spectroscopy, and Chemometry |
title | Investigations
on Storage and Oxidative Stability
of Biodiesel from Different Feedstocks Using the Rancimat Method,
Infrared Spectroscopy, and Chemometry |
title_full | Investigations
on Storage and Oxidative Stability
of Biodiesel from Different Feedstocks Using the Rancimat Method,
Infrared Spectroscopy, and Chemometry |
title_fullStr | Investigations
on Storage and Oxidative Stability
of Biodiesel from Different Feedstocks Using the Rancimat Method,
Infrared Spectroscopy, and Chemometry |
title_full_unstemmed | Investigations
on Storage and Oxidative Stability
of Biodiesel from Different Feedstocks Using the Rancimat Method,
Infrared Spectroscopy, and Chemometry |
title_short | Investigations
on Storage and Oxidative Stability
of Biodiesel from Different Feedstocks Using the Rancimat Method,
Infrared Spectroscopy, and Chemometry |
title_sort | investigations
on storage and oxidative stability
of biodiesel from different feedstocks using the rancimat method,
infrared spectroscopy, and chemometry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9453965/ https://www.ncbi.nlm.nih.gov/pubmed/36092623 http://dx.doi.org/10.1021/acsomega.2c01348 |
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