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Statistical Optimization of Process Variables forBiodiesel Production from Waste Cooking OilUsing Heterogeneous Base Catalyst

机译:使用非均相基础催化剂从废食用油生产生物柴油的过程变量的统计优化

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In this study, the effects of methanol-to-oil molar ratio, catalyst amount and reaction time on the transesterification of waste cooking oil (WCO) to biodiesel were investigated. Methanol with calcium oxide as a heterogeneous catalyst was used for the transesterification process at a temperature of 60oC and 3000 rpm stirring speed. Response surface methodology (RSM) with central composite rotable design (CCRD) was used at five levels of oil-to-methanol molar ratio (9:1 – 14:1), catalyst (1- 5 %) and reaction time (30 – 90 min) as independent variables and WCO biodiesel yield as dependent variable (response). A statistically significant (P < 0.0001) second-order quadratic polynomial regression model with a coefficient of determination, R (= 0.9964) was obtained for biodiesel production (using Design-Expert Statistical program (v. 6.0.8)) and verification experiment confirmed the validity of the predicted model. Numerical optimization technique based on desirability function was carried out to optimize the WCO conversion to biodiesel. The optimum combinations for transesteri???cation to achieve a predicted maximum biodiesel yield of 94.15 percent were found to be: oil-to-methanol molar ratio, 9.14:1; catalyst amount, 3.49 % and reaction time, 60.49 min. At this optimum condition, the observed biodiesel yield was found to be 94.10 percent. In addition, the fuel properties of the produced biodiesel were in the acceptable ranges according to international standards for biodiesel specifications. The statistical analyses and the closeness of the experimental results to model predictions show the reliability of the regression model and thus, the results will be helpful in selecting an efficient and economical method for biodiesel production from cheap raw materials with high free fatty acid.
机译:在这项研究中,研究了甲醇与油的摩尔比,催化剂的量和反应时间对废食用油(WCO)向生物柴油的酯交换反应的影响。以氧化钙为非均相催化剂的甲醇用于酯交换过程,温度为60℃,搅拌速度为3000 rpm。响应表面方法(RSM)和中央复合旋转设计(CCRD)用于五个级别的油/甲醇摩尔比(9:1 – 14:1),催化剂(1-5%)和反应时间(30 – 90分钟)作为自变量,WCO生物柴油产量作为因变量(响应)。获得了具有统计系数(P <0.0001)的具有确定系数R(= 0.9964)的二次二次多项式回归模型用于生产生物柴油(使用设计专家统计程序(v。6.0.8)),并验证了验证实验预测模型的有效性。进行了基于期望函数的数值优化技术,以优化WCO转化为生物柴油的过程。发现酯交换以达到预期最大生物柴油产率为94.15%的最佳组合是:油与甲醇的摩尔比为9.14∶1;而油与甲醇的摩尔比为9.14∶1。催化剂量为3.49%,反应时间为60.49分钟。在此最佳条件下,观察到的生物柴油产率为94.10%。另外,根据生物柴油规格的国际标准,生产的生物柴油的燃料性质在可接受的范围内。统计分析和实验结果与模型预测的接近程度表明了回归模型的可靠性,因此,这些结果将有助于选择一种有效且经济的方法,以廉价的原料生产高游离脂肪酸,从而生产生物柴油。

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