Optimization and Modeling of Process Variables of Biodiesel Production from Marula Oil using Response Surface Methodology

Summary: This paper presents an optimization study in the production of biodiesel production from Marula oil. The study was carried out using a central composite design of experiments under response surface methodology. A mathematical model was developed to correlate the transesterification process variables to biodiesel yield. The transesterification reaction variables were methanol to oil ratio, x1 (10-50 wt %), reaction time, x2 (30-90 min), reaction temperature, x3 (30-90 °C) stirring speed, x4 (100-400 rpm) and amount of catalyst, x5 (0.5-1.5 g). The optimum conditions for the production of the biodiesel were found to be: methanol to oil ratio (29.43 wt %), reaction time (59.17 minutes), reaction temperature (58.80°C), stirring speed (325 rpm) and amount of catalyst (1.02 g). The optimum yield of biodiesel that can be produced was 95 %. The results revealed that the crucial fuel properties of the biodiesel produced at the optimum conditions met the ASTM biodiesel specifications.

[1]  Chuang-zhi Wu,et al.  Novel biodiesel production technology from soybean soapstock , 2007 .

[2]  G Antolín,et al.  Optimisation of biodiesel production by sunflower oil transesterification. , 2002, Bioresource technology.

[3]  Dong Ying,et al.  Biodiesel production from crude rice bran oil and properties as fuel , 2009 .

[4]  G. Nagarajan,et al.  Theoretical modeling of iodine value and saponification value of biodiesel fuels from their fatty acid composition , 2009 .

[5]  U. Rashid,et al.  Optimization of Base Catalytic Methanolysis of Sunflower (Helianthus annuus) Seed Oil for Biodiesel Production by Using Response Surface Methodology , 2009 .

[6]  L. C. Meher,et al.  Optimization of alkali-catalyzed transesterification of Pongamia pinnata oil for production of biodiesel. , 2006, Bioresource technology.

[7]  Mahiran Basri,et al.  Biodiesel production via transesterification of palm oil using NaOH/Al2O3 catalysts. , 2011 .

[8]  S. Deng,et al.  Optimization of biodiesel production from edible and non-edible vegetable oils , 2009 .

[9]  G. Knothe Dependence of biodiesel fuel properties on the structure of fatty acid alkyl esters , 2005 .

[10]  Babak Salamatinia,et al.  Intensification of biodiesel production from vegetable oils using ultrasonic-assisted process: Optimization and kinetic , 2013 .

[11]  Andrew C. Matheaus,et al.  Cetane numbers of branched and straight-chain fatty esters determined in an ignition quality tester , 2003 .

[12]  Jürgen Krahl,et al.  The Biodiesel Handbook , 2005 .

[13]  Farooq Anwar,et al.  Optimization of alkaline transesterification of rice bran oil for biodiesel production using response surface methodology. , 2009 .

[14]  P. Glaude,et al.  Combustion chemical kinetics of biodiesel and related compounds (methyl and ethyl esters): Experiments and modeling – Advances and future refinements , 2013 .

[15]  Don-Hee Park,et al.  Optimization of transesterification of animal fat ester using response surface methodology. , 2009, Bioresource technology.

[16]  George E. P. Box,et al.  Empirical Model‐Building and Response Surfaces , 1988 .

[17]  Matti Leisola,et al.  Optimization of enzymatic transesterification of rapeseed oil ester using response surface and principal component methodology , 1999 .

[18]  Amit Sarin,et al.  Effect of blends of Palm-Jatropha-Pongamia biodiesels on cloud point and pour point , 2009 .

[19]  A. Abdullah,et al.  Alkaline Earth Metal Oxide Catalysts for Biodiesel Production from Palm Oil: Elucidation of Process Behaviors and Modeling Using Response Surface Methodology , 2013 .

[20]  S. Bhatia,et al.  Biodiesel production from palm oil via heterogeneous transesterification , 2009 .

[21]  Anoop Singh,et al.  Production of liquid biofuels from renewable resources , 2011 .

[22]  D. Leung,et al.  Transesterification of neat and used frying oil : Optimization for biodiesel production , 2006 .

[23]  Margaret J. Robertson,et al.  Design and Analysis of Experiments , 2006, Handbook of statistics.

[24]  M. Sharma,et al.  Jatropha-Palm biodiesel blends: An optimum mix for Asia , 2007 .

[25]  A. Murugesan,et al.  Bio-diesel as an alternative fuel for diesel engines—A review , 2009 .

[26]  R. Leakey Potential for novel food products from agroforestry trees: a review , 1999 .