Cargando…

Simultaneous Monitoring of the Evolution of Chemical Parameters in the Fermentation Process of Pineapple Fruit Wine Using the Liquid Probe for Near-Infrared Coupled with Chemometrics

This study used Fourier transform-near-infrared (FT-NIR) spectroscopy equipped with the liquid probe in combination with an efficient wavelength selection method named searching combination moving window partial least squares (SCMWPLS) for the determination of ethanol, total soluble solids, total ac...

Descripción completa

Detalles Bibliográficos
Autores principales: Kasemsumran, Sumaporn, Boondaeng, Antika, Ngowsuwan, Kraireuk, Jungtheerapanich, Sunee, Apiwatanapiwat, Waraporn, Janchai, Phornphimon, Meelaksana, Jiraporn, Vaithanomsat, Pilanee
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8834468/
https://www.ncbi.nlm.nih.gov/pubmed/35159527
http://dx.doi.org/10.3390/foods11030377
_version_ 1784649194291593216
author Kasemsumran, Sumaporn
Boondaeng, Antika
Ngowsuwan, Kraireuk
Jungtheerapanich, Sunee
Apiwatanapiwat, Waraporn
Janchai, Phornphimon
Meelaksana, Jiraporn
Vaithanomsat, Pilanee
author_facet Kasemsumran, Sumaporn
Boondaeng, Antika
Ngowsuwan, Kraireuk
Jungtheerapanich, Sunee
Apiwatanapiwat, Waraporn
Janchai, Phornphimon
Meelaksana, Jiraporn
Vaithanomsat, Pilanee
author_sort Kasemsumran, Sumaporn
collection PubMed
description This study used Fourier transform-near-infrared (FT-NIR) spectroscopy equipped with the liquid probe in combination with an efficient wavelength selection method named searching combination moving window partial least squares (SCMWPLS) for the determination of ethanol, total soluble solids, total acidity, and total volatile acid contents in pineapple fruit wine fermentation using Saccharomyces cerevisiae var. burgundy. Two fermentation batches were produced, and the NIR spectral data of the calibration samples in the wavenumber range of 11,536–3952 cm(−1) were obtained over ten days of the fermentation period. SCMWPLS coupled with second derivatives searched and optimized spectral intervals containing useful information for building calibration models of four parameters. All models were validated by test samples obtained from an independent fermentation batch. The SCMWPLS models showed better predictions (the lowest value of prediction error and the highest value of residual predictive deviation) with acceptable statistical results (under confidence limits) among the results achieved by using the whole region. The results of this study demonstrated that FT-NIR spectroscopy using a liquid probe coupled with SCMWPLS could select the optimized wavelength regions while reducing spectral points and increasing accuracy for simultaneously monitoring the evolution of four chemical parameters in pineapple fruit wine fermentation.
format Online
Article
Text
id pubmed-8834468
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-88344682022-02-12 Simultaneous Monitoring of the Evolution of Chemical Parameters in the Fermentation Process of Pineapple Fruit Wine Using the Liquid Probe for Near-Infrared Coupled with Chemometrics Kasemsumran, Sumaporn Boondaeng, Antika Ngowsuwan, Kraireuk Jungtheerapanich, Sunee Apiwatanapiwat, Waraporn Janchai, Phornphimon Meelaksana, Jiraporn Vaithanomsat, Pilanee Foods Article This study used Fourier transform-near-infrared (FT-NIR) spectroscopy equipped with the liquid probe in combination with an efficient wavelength selection method named searching combination moving window partial least squares (SCMWPLS) for the determination of ethanol, total soluble solids, total acidity, and total volatile acid contents in pineapple fruit wine fermentation using Saccharomyces cerevisiae var. burgundy. Two fermentation batches were produced, and the NIR spectral data of the calibration samples in the wavenumber range of 11,536–3952 cm(−1) were obtained over ten days of the fermentation period. SCMWPLS coupled with second derivatives searched and optimized spectral intervals containing useful information for building calibration models of four parameters. All models were validated by test samples obtained from an independent fermentation batch. The SCMWPLS models showed better predictions (the lowest value of prediction error and the highest value of residual predictive deviation) with acceptable statistical results (under confidence limits) among the results achieved by using the whole region. The results of this study demonstrated that FT-NIR spectroscopy using a liquid probe coupled with SCMWPLS could select the optimized wavelength regions while reducing spectral points and increasing accuracy for simultaneously monitoring the evolution of four chemical parameters in pineapple fruit wine fermentation. MDPI 2022-01-28 /pmc/articles/PMC8834468/ /pubmed/35159527 http://dx.doi.org/10.3390/foods11030377 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 Article
Kasemsumran, Sumaporn
Boondaeng, Antika
Ngowsuwan, Kraireuk
Jungtheerapanich, Sunee
Apiwatanapiwat, Waraporn
Janchai, Phornphimon
Meelaksana, Jiraporn
Vaithanomsat, Pilanee
Simultaneous Monitoring of the Evolution of Chemical Parameters in the Fermentation Process of Pineapple Fruit Wine Using the Liquid Probe for Near-Infrared Coupled with Chemometrics
title Simultaneous Monitoring of the Evolution of Chemical Parameters in the Fermentation Process of Pineapple Fruit Wine Using the Liquid Probe for Near-Infrared Coupled with Chemometrics
title_full Simultaneous Monitoring of the Evolution of Chemical Parameters in the Fermentation Process of Pineapple Fruit Wine Using the Liquid Probe for Near-Infrared Coupled with Chemometrics
title_fullStr Simultaneous Monitoring of the Evolution of Chemical Parameters in the Fermentation Process of Pineapple Fruit Wine Using the Liquid Probe for Near-Infrared Coupled with Chemometrics
title_full_unstemmed Simultaneous Monitoring of the Evolution of Chemical Parameters in the Fermentation Process of Pineapple Fruit Wine Using the Liquid Probe for Near-Infrared Coupled with Chemometrics
title_short Simultaneous Monitoring of the Evolution of Chemical Parameters in the Fermentation Process of Pineapple Fruit Wine Using the Liquid Probe for Near-Infrared Coupled with Chemometrics
title_sort simultaneous monitoring of the evolution of chemical parameters in the fermentation process of pineapple fruit wine using the liquid probe for near-infrared coupled with chemometrics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8834468/
https://www.ncbi.nlm.nih.gov/pubmed/35159527
http://dx.doi.org/10.3390/foods11030377
work_keys_str_mv AT kasemsumransumaporn simultaneousmonitoringoftheevolutionofchemicalparametersinthefermentationprocessofpineapplefruitwineusingtheliquidprobefornearinfraredcoupledwithchemometrics
AT boondaengantika simultaneousmonitoringoftheevolutionofchemicalparametersinthefermentationprocessofpineapplefruitwineusingtheliquidprobefornearinfraredcoupledwithchemometrics
AT ngowsuwankraireuk simultaneousmonitoringoftheevolutionofchemicalparametersinthefermentationprocessofpineapplefruitwineusingtheliquidprobefornearinfraredcoupledwithchemometrics
AT jungtheerapanichsunee simultaneousmonitoringoftheevolutionofchemicalparametersinthefermentationprocessofpineapplefruitwineusingtheliquidprobefornearinfraredcoupledwithchemometrics
AT apiwatanapiwatwaraporn simultaneousmonitoringoftheevolutionofchemicalparametersinthefermentationprocessofpineapplefruitwineusingtheliquidprobefornearinfraredcoupledwithchemometrics
AT janchaiphornphimon simultaneousmonitoringoftheevolutionofchemicalparametersinthefermentationprocessofpineapplefruitwineusingtheliquidprobefornearinfraredcoupledwithchemometrics
AT meelaksanajiraporn simultaneousmonitoringoftheevolutionofchemicalparametersinthefermentationprocessofpineapplefruitwineusingtheliquidprobefornearinfraredcoupledwithchemometrics
AT vaithanomsatpilanee simultaneousmonitoringoftheevolutionofchemicalparametersinthefermentationprocessofpineapplefruitwineusingtheliquidprobefornearinfraredcoupledwithchemometrics