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Research Paper |
Title |
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High Performance Enzyme-Catalyzed Synthesis and
Characterization of a Nonionic Surfactant |
Country |
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Malaysia |
Authors |
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Atena Adnani*, Naz Chaibakhsh, Hossein Abbastabar Ahangar, Mahiran
Basri , Raja Noor Zaliha Raja Abdul Rahman, Abu Bakar Salleh |
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10.9790/5736-0353143 |
Abstract: Sugar alcohol esters have a high potential for widespread application in various industries because
of their surface active properties. In this work, fatty acid ester of a sugar alcohol was produced through
Novozym 435-catalyzed esterification of xylitol and capric acid in nonaqueous media. Taguchi orthogonal array
method based on three-level-six-variables (L27) and artificial neural network with Levenberg–Marquardt
algorithm were applied to evaluate the effects of synthesis parameters and to optimize the reaction conditions.
Both developed models have shown good quality predictions in terms of the conversion of xylitol caprate with a
high R2 (>0.9) and a low mean square error (MSE). The maximum conversion of ester achieved was 88%
requiring a small amount of enzyme and molecular sieve. Furthermore, the properties of the produced ester
show that it is a suitable emulsifier for industrial application.
Keywords: Lipase, Xylitol ester, Surfactant, Optimization, Taguchi method, Artificial neural network
[1]. I.S. Yoo, S.J Park, and H.H. Yoon, Enzymatic synthesis of sugar fatty acid esters, Journal of Industrial Engineering Chemistry, 13,
2007, 1-6.
[2]. C. Blecker, S. Danthine, M. Pétré, G. Lognay, B. Moreau, E.L. Vander, M. Paquot, and C. Deroanne, Enzymatically prepared nalkyl
esters of glucuronic acid: The effect of freeze-drying conditions and hydrophobic chain length on thermal behavior, Journal of
Colloid and Interface Science, 321, 2008, 154-158.
[3]. S. Tarahomjoo, and I. Alemzadeh, Surfactant production by an enzymatic method. Enzyme and Microbial Technology 33, 2003, 33-
37.
[4]. M. Basri, R.N.Z.R.A. Rahman, A. Ebrahimpour, A.B. Salleh, E.R. Gunawan, and M.B. Abdul Rahman, Comparison of estimation
capabilities of response surface methodology (RSM) with artificial neural network (ANN) in lipase-catalyzed synthesis of palmbased
wax ester, BMC Biotechnology, 7, 2007, 1-14.
[5]. Y.R. Abdel-Fattah, H.M. Saeed, Y.M. Gohar, and M.A. El-Baz, Improved production of Pseudomonas aeruginosa uricase by
optimization of process parameters through statistical experimental designs, Process Biochemistry, 40, 2005, 1707-1714.
[6]. J.Y. Houng, H.F. Hsu, Y.H. Liu, and J.Y. Wu, Applying the Taguchi robust design to the optimization of the asymmetric reduction of
ethyl 4-chloro acetoacetate by baker's yeast. Journal of Biotechnology, 100, 2003, 239-250.
[7]. D. Bas, and I.H. Boyaci, Modeling and optimization II: comparison of estimation capabilities of surface response methodology with
artificial neural networks in biochemical reaction, Journal of Food Engineering, 78, 2007, 846-854.
[8]. D. Bas, F.C. Dudak, and I.H. Boyaci, Modeling and optimization III: Reaction rate estimation using artificial neural network (ANN)
without a kinetic model. Journal of Food Engineering, 79, 2007, 622-628.
[9]. R. Gulati, P. Arya, B. Malhotra, A.K. Prasad, R.K. Saxena, J. Kumar, A.C. Watterson, and V.S. Parmar, Novel biocatalytic
esterification reactions on fatty acids: synthesis of sorbitol 1(6)-monostearate. Arkivoc, 3, 2003, 159-170.
[10]. S. Mat Radzi, M. Basri, A.B. Salleh, , A. Ariff, R. Mohammad, M.B. Abdul Rahman, and R.N.Z.R.A. Rahman, High performance
enzymatic synthesis of oleyl oleate using immobilised lipase from Candida antarctica, Electronic Journal of Biotechnology,8, 2005,
299-298.