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Experimental and QSPR Studies on the Effect of Ionic Surfactants on n ‐Decane–Water Interfacial Tension
Author(s) -
Fallah Fini Mojtaba,
Riahi Siavash,
Bahramian Alireza
Publication year - 2012
Publication title -
journal of surfactants and detergents
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.349
H-Index - 48
eISSN - 1558-9293
pISSN - 1097-3958
DOI - 10.1007/s11743-012-1330-7
Subject(s) - surface tension , chemistry , decane , pulmonary surfactant , quantitative structure–activity relationship , ionic bonding , aqueous solution , micelle , experimental data , thermodynamics , organic chemistry , stereochemistry , ion , biochemistry , physics , statistics , mathematics
A quantitative structure property relationship approach was performed to find the relation between the surfactant structure and its effect on water–oil interfacial tension. As a result, a new database has been developed measuring the interfacial tension between n ‐decane as the model oil and different aqueous solutions of some ionic compounds. In spite of other reports we selected surfactants by a scientific method that covers all structural information. Twenty four different compounds were selected by the principle component analysis method and their interfacial tensions were measured at their critical micelle concentrations. The geometrical optimization of surfactants was performed at the B3LYP/6‐311G⃰⃰ level and quantum chemical and structural descriptors were calculated using relevant computer software programs. The best fitted descriptors were selected using the variable selection of the genetic algorithm (GA‐MLR). The predictive test was performed for an external prediction set of 6 compounds, chosen out of 24 compounds. The resulted GA‐MLR model can reasonably predict the interfacial tension using only three selected descriptors. The deviation between predicted and measured values was found to be <7%.