Full Paper
Predicting the Critical Micelle Concentrations of Aqueous Solutions of Ionic Liquids and Other Ionic Surfactants
Article first published online: 23 JUL 2009
DOI: 10.1002/chem.200900024
Copyright © 2009 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim
Additional Information
How to Cite
Preiss, U., Jungnickel, C., Thöming, J., Krossing, I., Łuczak, J., Diedenhofen, M. and Klamt, A. (2009), Predicting the Critical Micelle Concentrations of Aqueous Solutions of Ionic Liquids and Other Ionic Surfactants. Chemistry - A European Journal, 15: 8880–8885. doi: 10.1002/chem.200900024
Publication History
- Issue published online: 1 SEP 2009
- Article first published online: 23 JUL 2009
- Manuscript Revised: 20 MAY 2009
- Manuscript Received: 5 JAN 2009
Funded by
- Albert-Ludwigs-Universität Freiburg
- DFG priority program. Grant Number: SPP 1191
- Polish Ministry of Education and Research. Grant Number: N205 041 32/2340
Keywords:
- density functional calculations;
- ionic liquids;
- micelles;
- molecular volume;
- surfactants
Graphical Abstract

Predicting CMCs! A new method for predicting the critical micelle concentrations of ionic liquids and other ionic surfactants that is free from any need for experimental input is presented, extending common volume-based thermodynamics equations to include different interaction enthalpies calculated by COSMO-RS.
Abstract
Some ionic liquids (ILs) are structurally analogous to surfactants, especially those that consist of a combination of organic and inorganic ions. The critical micelle concentration (CMC) is a basic parameter of surface chemistry and colloid science. A significant amount of research has already been carried out to determine the CMCs of ILs. However, because of the many varied cation/anion combinations, it is a daunting task to measure the CMCs of all possible ILs. Herein we suggest a general rule for predicting the CMCs of ionic surfactants in water based on data from COSMO-RS calculations. In accordance with the Stauff–Klevens rule, the molecular volume (Vm) is sufficient to describe similar homologous series of cationic surfactants such as imidazolium- and ammonium-based ionic liquids with varying side-chain lengths. However, to also include anionic surfactants like Na[CnSO4] in a more general correlation, Vm has to be exchanged by the cubed molecular radius (
) and the molecular surface has to be used as an additional descriptor. Furthermore, to describe double amphiphilic compounds like [C4MIm][C8SO4], the enthalpies of mixtures calculated by COSMO-RS have to be taken into account. The resulting equation had allowed us to predict the CMCs of all of the 36 tested surfactants with an error similar to or smaller than the usual experimental errors (18 different cations, 10 different anions: root mean squared error (rmse)=0.191 logarithmic units; R2=0.994). We discuss the factors governing micelle formation on the basis of our calculations and show that the structure of our equation can be related to Gibbs’ theory of crystallization.

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