Prediction of water and oil percolation thresholds of a microemulsion by modeling of dynamic viscosity using response surface methodology

Zahra Jeirani; Badrul Mohamed Jan; Brahim Si Ali; Ishenny Mohd Noor; Chun Hwa See; Wasan Saphanuchart

Journal of Industrial and Engineering Chemistry, Vol.19, No.2, 554-560, March, 2013

DOI10.1016/j.jiec.2012.09.027 Export Citation

Prediction of water and oil percolation thresholds of a microemulsion by modeling of dynamic viscosity using response surface methodology

Zahra Jeirani, Badrul Mohamed Jan^†, Brahim Si Ali, Ishenny Mohd Noor, Chun Hwa See¹, and Wasan Saphanuchart¹

Department of Chemical Engineering, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia
¹BCI Chemical Corporation Sdn. Bhd., Lot 7, Jalan BS 7/22, Taman Perindustrian Bukit Serdang, Seksyen 7, 43300 Seri Kembangan, Selangor Darul Ehsan, Malaysia

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This paper presents the application of Design of Experiments to predict water and oil percolation thresholds of a microemulsion using dynamic viscosity data as a function of water volume fraction. Onefactor and historical data were the two investigated design types of response surface methodology. The models were validated and maximized. The predicted water and oil percolation thresholds using historical data design were close to their experimental values. The oil percolation threshold could be predicted more precisely using one-factor design than historical data design while one-factor design can capture the relationship between the response and design factor with fewer experimental data.

Keywords:Design expert;Microemulsion;Percolation threshold;Viscosity

[References]

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Bumajdad A, Eastoe J, J. Colloid Interface Sci., 274(1), 268 (2004)
Fanun M, Journal of Molecular Liquids., 135, 5 (2007)
Santanna VC, Curbelo FDS, Castro Dantas TN, Dantas Neto AA, Albuquerque HS, Garnica AIC, Journal of Petroleum Science and Engineering., 66, 117 (2009)
Putz A, Chevalier JP, Stock G, Philippot J, Journal of Petroleum Technology., 23, 710 (1981)
Fanun M, Journal of Molecular Liquids., 142, 103 (2008)
Fanun M, Journal of Molecular Liquids., 150, 25 (2009)
Fanun M, J. Colloid Interface Sci., 343(2), 496 (2010)
Fanun M, Colloid and Polymer Science., 287, 899 (2009)
Jeirani Z, Mohamed Jan B, Si Ali B, Noor IM, See CH, Saphanuchart W, Chemometrics and Intelligent Laboratory Systems., 112, 1 (2012)
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Sinha B, Dan A, Wongkamlue A, Chanakul A, Charinpanitkul T, Moulik SP, Panda AK, Journal of Molecular Liquids., 164, 171 (2011)
Zhang J, Michniak-Kohn B, International Journal of Pharmaceutics., 421, 34 (2011)
Yaghmur A, Aserin A, Antalek B, Garti N, Langmuir, 19(4), 1063 (2003)
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[Referenced By]

[1] Moulik SP, Paul BK, Advances in Colloid and Interface Science., 78, 99 (1998)

[2] Bumajdad A, Eastoe J, J. Colloid Interface Sci., 274(1), 268 (2004)

[3] Fanun M, Journal of Molecular Liquids., 135, 5 (2007)

[4] Santanna VC, Curbelo FDS, Castro Dantas TN, Dantas Neto AA, Albuquerque HS, Garnica AIC, Journal of Petroleum Science and Engineering., 66, 117 (2009)

[5] Putz A, Chevalier JP, Stock G, Philippot J, Journal of Petroleum Technology., 23, 710 (1981)

[6] Fanun M, Journal of Molecular Liquids., 142, 103 (2008)

[7] Fanun M, Journal of Molecular Liquids., 150, 25 (2009)

[8] Fanun M, J. Colloid Interface Sci., 343(2), 496 (2010)

[9] Fanun M, Colloid and Polymer Science., 287, 899 (2009)

[10] Jeirani Z, Mohamed Jan B, Si Ali B, Noor IM, See CH, Saphanuchart W, Chemometrics and Intelligent Laboratory Systems., 112, 1 (2012)

[11] Regev O, Ezrahi S, Aserin A, Garti N, Wachtel E, Kaler EW, Khan A, Talmon Y, Langmuir, 12(3), 668 (1996)

[12] Glatter O, Orthaber D, Stradner A, Scherf G, Fanun M, Garti N, Clement V, Leser ME, J. Colloid Interface Sci., 241(1), 215 (2001)

[13] Sinha B, Dan A, Wongkamlue A, Chanakul A, Charinpanitkul T, Moulik SP, Panda AK, Journal of Molecular Liquids., 164, 171 (2011)

[14] Zhang J, Michniak-Kohn B, International Journal of Pharmaceutics., 421, 34 (2011)

[15] Yaghmur A, Aserin A, Antalek B, Garti N, Langmuir, 19(4), 1063 (2003)

[16] Avramiotis S, Bekiari V, Lianos P, Xenakis A, J. Colloid Interface Sci., 194(2), 326 (1997)

[17] Sagalowicz L, Michel M, Adrian M, Frossard P, Rouvet M, Watzke HJ, Yaghmur A, De Campo L, Glatter O, Leser ME, Journal of Microscopy., 221, 110 (2006)

[18] Shen Y, Li S, Xie A, Xu W, Qiu L, Yao H, Yu X, Chen Z, Colloids and Surfaces BBiointerfaces., 58, 298 (2007)

[19] Mehta SK, Bala K, Fluid Phase Equilib., 172(2), 197 (2000)

[20] Valero M, Sanchez F, Gomez-Herrera C, Lopez-Cornejo P, Chemical Physics., 345, 65 (2008)

[21] Hickey S, Hagan SA, Kudryashov E, Buckin V, International Journal of Pharmaceutics., 388, 213 (2010)

[22] Borkovec M, Eicke HF, Hammerich H, Das Gupta B, Journal of Physical Chemistry., 92, 206 (1988)

[23] Djordjevic L, Primorac M, Stupar M, Krajisnik D, International Journal of Pharmaceutics., 271, 11 (2004)

[24] Mehta SK, Dewan RK, Bala K, Physical Review E., 50, 4759 (1994)

[25] Passos CG, Ribaski FS, Simon NM, dos Santos AA, Vaghetti JCP, Benvenutti EV, Lima EC, J. Colloid Interface Sci., 302(2), 396 (2006)

[26] Sahu JN, Acharya J, Meikap BC, J. Hazard. Mater., 172(2-3), 818 (2009)

[27] Jurado E, Bravo V, Luzo´ n G, Ferna´ndez-Serrano M, Garcı´a-Roma´ n M, Altmajer-Vaz D, Vicaria JM, Journal of Surfactants and Detergents., 10, 61 (2007)

[28] Box GEP, Draper NR, Technometrics., 24, 1 (1982)

[29] Shelton JT, Khuri AI, Cornell JA, Technometrics., 25, 357 (1983)