4.4 Article

New Method for the Determination of the Induction Period of Walnut Oil by Fourier Transform Infrared Spectroscopy

期刊

FOOD ANALYTICAL METHODS
卷 15, 期 3, 页码 833-843

出版社

SPRINGER
DOI: 10.1007/s12161-021-02170-6

关键词

Walnut oil; FTIR; Induction period; Determination

资金

  1. National Key Research and Development Program of China [2019YFD1002400, 2019YFD1002403]

向作者/读者索取更多资源

A new method using PE-FTIR spectroscopy to determine the induction period (IP) of walnut oil was developed. The IP value represents the oxidation stability of walnut oil. The prediction model based on characteristic infrared spectrum peaks showed high accuracy and reliability.
A new method for the determination of the induction period (IP) of walnut oil through polyethylene-film-based Fourier transform infrared (PE-FTIR) spectroscopy was developed. The IP value was used to represent the oxidation stability of walnut oil. The characteristic infrared spectrum peaks at 3008, 1654, 914, and 723 cm(-1) changed significantly as the IP value decreased. The prediction model was established on the basis of these changes. The optimal partial least squares model was established under the following conditions: constant, original spectra, no smoothing, and wavelength range of 1640-440 cm(-1). The calibration set of the model provided a coefficient of determination (R-2) of 0.9847 and a root mean error of calibration of 3.38. The R-2 and the root mean square error of prediction for the validation set were 0.9878 and 2.32, respectively, and were 0.9948 and 3.61 for the blind sample validation set, respectively. In precision evaluation, the standard deviation and coefficient of variation of the predicted values were 4.13 and 4.19%, respectively. The present results indicated that the polyethylene-FTIR method for analyzing the IP value of walnut oil was simple and rapid and could be used as a highly effective alternative to the traditional determination method.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.4
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据