Simultaneous quantitative analysis of two functional food oils, extra virgin olive oil and virgin coconut oil using FTIR spectroscopy and multivariate calibration

Two functional food oils, namely extra virgin olive oil (EVOO) and virgin coconut oil (VCO) have been analyzed simultaneously using Fourier transform infrared (FTIR) spectroscopy. The performance of multivariate calibration of principle component regression (PCR) and partial least square regression...

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Main Authors: Abdul Rohman, Che Man, Yaakob
Format: Article
Language:English
English
Published: Faculty of Food Science and Technology, Universiti Putra Malaysia 2011
Online Access:http://psasir.upm.edu.my/id/eprint/24122/1/24122.pdf
http://psasir.upm.edu.my/id/eprint/24122/
http://www.ifrj.upm.edu.my/18%20%2804%29%202011/%283%29IFRJ-2011-069.pdf
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Institution: Universiti Putra Malaysia
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spelling my.upm.eprints.241222015-09-18T02:03:48Z http://psasir.upm.edu.my/id/eprint/24122/ Simultaneous quantitative analysis of two functional food oils, extra virgin olive oil and virgin coconut oil using FTIR spectroscopy and multivariate calibration Abdul Rohman, Che Man, Yaakob Two functional food oils, namely extra virgin olive oil (EVOO) and virgin coconut oil (VCO) have been analyzed simultaneously using Fourier transform infrared (FTIR) spectroscopy. The performance of multivariate calibration of principle component regression (PCR) and partial least square regression (PLSR) was evaluated in order to give the best prediction model for such determination. FTIR spectra were treated with several treatments including mean centering (MC), derivatization, and standard normal variate (SNV) at the combined frequency regions of 3050 – 3000, 1660 – 1650, and 1200 – 900 cm-1. Based on its capability to give the highest values of coefficient of correlation (R) for the relationship between actual value of EVOO/VCO and FTIR predicted value together with the lowest values of root mean square error of calibration (RMSEC), PLSR with mean centered-first derivative spectra was chosen for simultaneous determination of EVOO and VCO. It can be concluded that FTIR spectroscopy combined with multivariate calibration of PLSR was successfully applied to simultaneously quantify EVOO and VCO with acceptable parameters. Faculty of Food Science and Technology, Universiti Putra Malaysia 2011 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/24122/1/24122.pdf Abdul Rohman, and Che Man, Yaakob (2011) Simultaneous quantitative analysis of two functional food oils, extra virgin olive oil and virgin coconut oil using FTIR spectroscopy and multivariate calibration. International Food Research Journal, 18 (4). pp. 1231-1235. ISSN 1985-4668; ESSN: 2231-7546 http://www.ifrj.upm.edu.my/18%20%2804%29%202011/%283%29IFRJ-2011-069.pdf English
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
English
description Two functional food oils, namely extra virgin olive oil (EVOO) and virgin coconut oil (VCO) have been analyzed simultaneously using Fourier transform infrared (FTIR) spectroscopy. The performance of multivariate calibration of principle component regression (PCR) and partial least square regression (PLSR) was evaluated in order to give the best prediction model for such determination. FTIR spectra were treated with several treatments including mean centering (MC), derivatization, and standard normal variate (SNV) at the combined frequency regions of 3050 – 3000, 1660 – 1650, and 1200 – 900 cm-1. Based on its capability to give the highest values of coefficient of correlation (R) for the relationship between actual value of EVOO/VCO and FTIR predicted value together with the lowest values of root mean square error of calibration (RMSEC), PLSR with mean centered-first derivative spectra was chosen for simultaneous determination of EVOO and VCO. It can be concluded that FTIR spectroscopy combined with multivariate calibration of PLSR was successfully applied to simultaneously quantify EVOO and VCO with acceptable parameters.
format Article
author Abdul Rohman,
Che Man, Yaakob
spellingShingle Abdul Rohman,
Che Man, Yaakob
Simultaneous quantitative analysis of two functional food oils, extra virgin olive oil and virgin coconut oil using FTIR spectroscopy and multivariate calibration
author_facet Abdul Rohman,
Che Man, Yaakob
author_sort Abdul Rohman,
title Simultaneous quantitative analysis of two functional food oils, extra virgin olive oil and virgin coconut oil using FTIR spectroscopy and multivariate calibration
title_short Simultaneous quantitative analysis of two functional food oils, extra virgin olive oil and virgin coconut oil using FTIR spectroscopy and multivariate calibration
title_full Simultaneous quantitative analysis of two functional food oils, extra virgin olive oil and virgin coconut oil using FTIR spectroscopy and multivariate calibration
title_fullStr Simultaneous quantitative analysis of two functional food oils, extra virgin olive oil and virgin coconut oil using FTIR spectroscopy and multivariate calibration
title_full_unstemmed Simultaneous quantitative analysis of two functional food oils, extra virgin olive oil and virgin coconut oil using FTIR spectroscopy and multivariate calibration
title_sort simultaneous quantitative analysis of two functional food oils, extra virgin olive oil and virgin coconut oil using ftir spectroscopy and multivariate calibration
publisher Faculty of Food Science and Technology, Universiti Putra Malaysia
publishDate 2011
url http://psasir.upm.edu.my/id/eprint/24122/1/24122.pdf
http://psasir.upm.edu.my/id/eprint/24122/
http://www.ifrj.upm.edu.my/18%20%2804%29%202011/%283%29IFRJ-2011-069.pdf
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