化学计量学
傅里叶变换红外光谱
偏最小二乘回归
化学
色谱法
主成分分析
气相色谱-质谱法
二醇
气相色谱法
质谱法
数学
有机化学
量子力学
统计
物理
作者
Yu Hua Wong,Kok Ming Goh,Faridah Abas,M. Maulidiani,Kar Lin Nyam,Imededdine Arbi Nehdi,Hassen Mohamed Sbihi,Mohamed Mossad Gewik,Chin Ping Tan
标识
DOI:10.1016/j.lwt.2018.10.088
摘要
Fourier transform infrared spectroscopy (FT-IR) was studied as an alternative technique for the estimation of the 3-monochloropropane-1,2-diol (3-MCPD) ester level in palm olein. The samples were the frying oils of potato chips with the addition of a synthetic or natural antioxidant. The same samples were evaluated by both the conventional method (GC-MS) and FTIR. Principal component analysis (PCA) was used to group the frying oils according to the level of the 3-MCPD esters. The results obtained by FTIR were consistent with the findings using an indirect determination method by GC-MS. Chemometric analysis was applied to correlate the content of 3-MCPD esters with the FTIR spectrum data. A partial least squares (PLS) model was able to predict the concentrations of 3-MCPD esters at the 95% confidence level with R2 values higher than 0.90.
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