Modeling the Migration of 2,6-di-tert-butyl-p-cresol from Plastic Bags into attiéké (Cassava Couscous) from Physico-Chemical and Morphometric Parameters

Mananga Olivier Simon Kombo, M. Koné, Yapo Habib Kpidi, Agness Essoh Jean Eudes Yves Gnagne, Tiama Guy Nicaise Ballet, O. Yapo
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Abstract

Attieke, couscous made from fermented cassava, is a staple food in Cote d'Ivoire packaged in polythene plastic bags. The antioxidant BHT was analyzed both in the plastic bags and in the attieke at different temperatures and at different levels inside the attieke ball. A modelling study was conducted to determine a quantitative relationship between the BHT concentration in the attieke and the descriptors which are the concentration of BHT in the plastic bag, grain size, depth (from the surface to inside the attieke ball), duration and conditioning temperature of the attieke in the plastic bags. BHT, initially not detected in the attieke, migrates there depending on the packaging temperature of this commodity and certain parameters. This study was conducted by using multiple linear regression. A quantitative model was proposed. The statistical indicators revealed effective predictions with the determination coefficient equal to 0.92 and the standard error equal to 0.191. The value of the Fischer test was 170.250 and the cross-validation determination coefficient was 0.9136. The results obtained suggest that the combination of the descriptors used could be useful in predicting attieke contamination by plastic bags. Temperature is the most important descriptor for predicting the BHT concentration in the attieke with a normalized coefficient equal to 0.846 followed by depth (from the surface to inside the attieke ball) (-0.822).
2,6-二叔丁基-对甲酚从塑料袋迁移到attisamicous(木薯蒸粗麦粉)的理化和形态计量学参数建模
Attieke是一种由发酵木薯制成的蒸粗麦粉,是科特迪瓦用聚乙烯塑料袋包装的主食。在不同温度和球内不同水平的情况下,对塑料袋和球内的抗氧化剂BHT进行了分析。进行了一项建模研究,以确定塑料袋中BHT浓度与描述符之间的定量关系,这些描述符是塑料袋中BHT的浓度、颗粒大小、深度(从表面到内部)、持续时间和塑料袋中attieke的调节温度。BHT,最初没有检测到的事件,迁移到那里取决于该商品的包装温度和某些参数。本研究采用多元线性回归进行。提出了一个定量模型。统计指标预测有效,决定系数为0.92,标准误差为0.191。Fischer检验值为170.250,交叉验证决定系数为0.9136。得到的结果表明,所使用的描述符的组合可以用于预测类似塑料袋污染的事件。温度是预测attieke中BHT浓度的最重要描述符,其归一化系数为0.846,其次是深度(从表面到attieke球内部)(-0.822)。
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