The use of MCR-ALS method provided information over tocopherol degradation and oxidation products appearance due to the heating process even when evaluated by UV–Vis spectroscopy. Based on these data, MCR-ALS could be used to determine the contribution of chemical compounds to oxidative phenomena and the comparison of oils according to their stability, since different oil behaviour regarding to heat resistance could be achieved.