用响应面法优化酸活化Ngbo粘土酯化反应催化剂

Veronica Nnenna Nwobasi, Philomena K. Igbokwe, C. Onu
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引用次数: 5

摘要

本研究采用Box-Behnken响应面法(RSM)研究了酸活化的Ngbo粘土催化剂的酯化反应效果。根据反应温度、反应时间、反应物用量、催化剂重量和粒径等工艺条件对酯化过程进行了监测。Box- Behnken响应面方法表明,酸粘土催化的酯化反应通过酸-配合物和醇-配合物的双重机制进行,其中醇机制占主导地位。采用RSM模型对酸活化Ngbo粘土催化剂对乙酸和乙醇的酯化效率进行优化,估计酯化率为99%。在相同条件下,预测值与实验值相差小于5%,因此Box-Behnken设计方法是一种高效、有效、可靠的醋酸与乙醇酯化反应方法。采用A-One - way ANOVA模型对所得催化剂进行优化,结果表明相关系数为0.9940,表明酯化反应的总变化有99.40%归因于实验变量。结果表明,该工艺可用于醋酸酯化反应,避免了酯化反应中存在的腐蚀、催化剂损耗和环境问题。
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Optimization of Acid Activated Ngbo Clay Catalysts in Esterification Reaction Using Response Surface Methodology
In this study, Box-Behnken”s Response Surface Methodology (RSM) was applied to study the esterification reaction effectiveness of acid activated Ngbo clay catalyst. The esterification were monitored based on the process conditions of temperature, duration, amount of reactant, catalyst weight and particle size. The Box--Behnken’s Response Surface Methodology indicates that the acid clay-catalysed esterification reactions proceed through dual mechanisms of Acid-complex and Alcohol-complex mechanisms with the Alcohol mechanism dominating. The esterification efficiencies of acetic acid and ethanol by acid activated Ngbo clay catalyst optimized using RSM models indicated the estimated esterification percentage of ˃99%. The predicted and experimental values under the same conditions showed less than 5% difference thereby making the Box-Behnken design approach an efficient, effective and reliable method for the esterification of acetic acid with ethanol. The produced catalyst was optimized using A-One way ANOVA modelling, which indicated correlation coefficient of the regression of 0.9940, which implies that 99.40% of the total variation in the esterification reaction was attributed to the experimental variables. The result obtained indicated that the process could be applied in the esterification of acetic acid to avoid the drawbacks of corrosion, loss of catalyst and environmental problems.
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