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Estimation of biodiesel cetane number, density, kinematic viscosity and heating values from its fatty acid weight composition

机译:从脂肪酸重量组成估算生物柴油十六烷值,密度,运动粘度和发热量

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摘要

A detailed statistical investigation was conducted in order to correlate some important biodiesel properties with the respective methyl ester weight composition in fatty acids. The examined properties were cetane number, density, kinematic viscosity and heating values (lower and higher). The chosen method for the correlation was the multiple linear regression analysis. A comprehensive data set was chosen for each interesting property as the basis for the formulation of the linear relations with respect to the eight, most important, fatty acids (lauric, myristic, palmitic, stearic, palmitoleic, oleic, linoleic, linolenic). The derived correlations were then verified against other experimental data, selected from various sources, with the aim to assess their predictive capability. It was found that for both the cetane number and density, the derived correlations were, on the one hand highly statistical, and, on the other, proved successful in predicting the corresponding properties from randomly selected samples reported in the literature. On the contrary, for both heating values and kinematic viscosity, the statistical correlations were weaker, although for the HHV the relative error between experimental and predicted values was adequately small.
机译:为了使一些重要的生物柴油特性与脂肪酸中相应的甲基酯重量组成相关联,进行了详细的统计研究。检查的特性是十六烷值,密度,运动粘度和热值(越来越低)。选择的相关方法是多元线性回归分析。为每个有趣的特性选择了一个综合的数据集,作为形成与八种最重要的脂肪酸(月桂酸,肉豆蔻酸,棕榈酸,硬脂酸,棕榈油酸,油酸,亚油酸,亚麻酸)线性关系的基础。然后,针对从各种来源中选择的其他实验数据,验证得出的相关性,以评估其预测能力。已经发现,对于十六烷值和密度而言,所得到的相关性一方面是高度统计的,另一方面,已证明成功地从文献中报道的随机选择的样品中预测了相应的性质。相反,对于热值和运动粘度,统计相关性较弱,尽管对于HHV,实验值和预测值之间的相对误差足够小。

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