Category Archives: 2014

Comparison of Response Surface Methodology and Artificial Neural Network for Optimum Levulinic Acid Production from Glucose, Empty Fruit Bunch and Kenaf

Abstract: Levulinic acid (LA) is one of the versatile chemicals that can be produced from lignocellulosic biomass. In this study, response surface methodology (RSM) and artificial neural network (ANN) were applied to optimise LA yield from glucose, empty fruit bunch … Continue reading

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Esterification of oleic acid to biodiesel using magnetic ionic liquid_ Multi-objective optimization and kinetic study.

Abstract: The esterification of oleic acid in the presence of magnetic ionic liquid, 1-butyl-3-methylimidazolium tetrachloroferrate ([BMIM][FeCl4]) at reaction temperature of 65 °C has been investigated. Artificial neural network-genetic algorithm (ANN-GA) was used to simultaneously optimized methyl oleate yield and oleic acid … Continue reading

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