Determination of the Degree of Degradation of Frying Rapeseed Oil Using Fourier-Transform Infrared Spectroscopy Combined with Partial Least-Squares Regression

Joint Authors

Chen, Jie Yu
Zhang, Han
Ma, Jinkui
Tuchiya, Tomohiro
Miao, Yelian

Source

International Journal of Analytical Chemistry

Issue

Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-6, 6 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2015-02-23

Country of Publication

Egypt

No. of Pages

6

Main Subjects

Chemistry
Science

Abstract EN

This rapid method for determining the degree of degradation of frying rapeseed oils uses Fourier-transform infrared (FTIR) spectroscopy combined with partial least-squares (PLS) regression.

One hundred and fifty-six frying oil samples that degraded to different degrees by frying potatoes were scanned by an FTIR spectrometer using attenuated total reflectance (ATR).

PLS regression with full cross validation was used for the prediction of acid value (AV) and total polar compounds (TPC) based on raw, first, and second derivative FTIR spectra (4000–650 cm−1).

The precise calibration model based on the second derivative FTIR spectra shows that the coefficients of determination for calibration ( R 2 ) and standard errors of cross validation (SECV) were 0.99 and 0.16 mg KOH/g and 0.98 and 1.17% for AV and TPC, respectively.

The accuracy of the calibration model, tested using the validation set, yielded standard errors of prediction (SEP) of 0.16 mg KOH/g and 1.10% for AV and TPC, respectively.

Therefore, the degradation of frying oils can be accurately measured using FTIR spectroscopy combined with PLS regression.

American Psychological Association (APA)

Chen, Jie Yu& Zhang, Han& Ma, Jinkui& Tuchiya, Tomohiro& Miao, Yelian. 2015. Determination of the Degree of Degradation of Frying Rapeseed Oil Using Fourier-Transform Infrared Spectroscopy Combined with Partial Least-Squares Regression. International Journal of Analytical Chemistry،Vol. 2015, no. 2015, pp.1-6.
https://search.emarefa.net/detail/BIM-1064407

Modern Language Association (MLA)

Chen, Jie Yu…[et al.]. Determination of the Degree of Degradation of Frying Rapeseed Oil Using Fourier-Transform Infrared Spectroscopy Combined with Partial Least-Squares Regression. International Journal of Analytical Chemistry No. 2015 (2015), pp.1-6.
https://search.emarefa.net/detail/BIM-1064407

American Medical Association (AMA)

Chen, Jie Yu& Zhang, Han& Ma, Jinkui& Tuchiya, Tomohiro& Miao, Yelian. Determination of the Degree of Degradation of Frying Rapeseed Oil Using Fourier-Transform Infrared Spectroscopy Combined with Partial Least-Squares Regression. International Journal of Analytical Chemistry. 2015. Vol. 2015, no. 2015, pp.1-6.
https://search.emarefa.net/detail/BIM-1064407

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1064407