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基于荧光内滤效应校正的测定特级初榨橄榄油过氧化值和酸值的新方法。

A novel method for determination of peroxide value and acid value of extra-virgin olive oil based on fluorescence internal filtering effect correction.

机构信息

College of Food Science and Engineering, Nanjing University of Finance and Economics, Nanjing 210023, China; Collaborative Innovation Center for Modern Grain Circulation and Safety/Key Laboratory of Grains and Oils Quality Control and Processing, Nanjing 210023, China.

College of Food Science and Engineering, Nanjing University of Finance and Economics, Nanjing 210023, China; Collaborative Innovation Center for Modern Grain Circulation and Safety/Key Laboratory of Grains and Oils Quality Control and Processing, Nanjing 210023, China.

出版信息

Food Chem. 2024 May 30;441:138342. doi: 10.1016/j.foodchem.2023.138342. Epub 2023 Dec 30.

Abstract

Peroxide value (PV) and acid value (AV) are widely used indicators for evaluating oxidation degree of olive oils. Fluorescence spectroscopy has been extensively studied on the detection of oil oxidation, however, the detection accuracy is limited due to internal filtering effect (IFE). Due to the primary and secondary IFE, at least two wavelengths of absorption information are required. Least squares support vector regression (LSSVR) models for PV and AV were established based on two absorption coefficients (μ) at 375 nm and emission wavelength and one fluorescence intensity at corresponding wavelength. The regression results proved that the model based on 375 and 475 nm could reach the best performance, with the highest correlation coefficient for prediction (r) of 0.889 and 0.960 for PV and AV respectively. Finally, the explicit formulations for PV and AV were determined by nonlinear least squares fitting, and the r could reach above 0.94 for two indicators.

摘要

过氧化物值 (PV) 和酸值 (AV) 是广泛用于评估橄榄油氧化程度的指标。荧光光谱法已广泛应用于油脂氧化的检测,但由于内部滤光效应 (IFE),检测精度受到限制。由于存在一次和二次 IFE,至少需要两个吸收系数 (μ) 的吸收信息,即在 375nm 和发射波长处的吸收系数和在相应波长处的荧光强度。PV 和 AV 的最小二乘支持向量回归 (LSSVR) 模型是基于在 375nm 和 475nm 处的两个吸收系数和在相应波长处的一个荧光强度建立的。回归结果表明,基于 375nm 和 475nm 的模型性能最佳,PV 和 AV 的预测相关系数 (r) 最高分别为 0.889 和 0.960。最后,通过非线性最小二乘拟合确定了 PV 和 AV 的显式公式,两个指标的 r 均达到 0.94 以上。

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