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Determination of slip melting point in palm oil blends by partial least squares and principal component regression modeling of FTIR spectroscopic data


Citation

Setiowaty, G. and Che Man, Y.B. (2002) Determination of slip melting point in palm oil blends by partial least squares and principal component regression modeling of FTIR spectroscopic data. Journal of the American Oil Chemists' Society, 79 (11). pp. 1081-1084. ISSN 0003-021X; eISSN: 1558-9331

Abstract

The determination of slip melting point (SMP) in refined, bleached, and deodorized palm oil is a common and regular requirement in the manufacture of this oil. An FTIR spectrometer in the mid-IR wavelength region (4000-750 cm-1) can provide the basis for a suitable on-line and off-line quantitative analytical methodology if used with a suitable calibration model. In this study, by using data from selected regions, the calibration models, including principal component regression and partial least squares regression, have been examined and evaluated for efficacy in determining SMP directly in palm oil blends. Results indicate that orthogonal models using selected wavelength data offer superior predictive performance.


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Additional Metadata

Item Type: Article
Divisions: Faculty of Food Science and Biotechnology
DOI Number: https://doi.org/10.1007/s11746-002-0607-2
Publisher: Wiley
Keywords: FTIR; Palm oil; PCR; PLS; Slip melting point
Depositing User: Ms. Nuraida Ibrahim
Date Deposited: 20 Feb 2025 07:07
Last Modified: 20 Feb 2025 07:07
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1007/s11746-002-0607-2
URI: http://psasir.upm.edu.my/id/eprint/115111
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