This paper develops a simplified form of the group-contribution theory of Russell and LeVan (Chem. Eng. Sci. 51 (1996) 4025) for the prediction of adsorption equilibria of n-alkanes on activated carbon. Molecules are separated into elements or groups, and adsorbate group-adsorbent interactions are the determining factor for adsorption equilibrium. The adsorbent surface is considered to be heterogeneous with a single dimensionless energy distribution. Model parameters are determined for pure-component adsorption of methane, ethane, n-butane, and n-hexane on BPL activated carbon at multiple temperatures. The resulting parameters are then used to predict adsorption equilibrium of propane and n-octane at multiple temperatures and mixtures of methane and n-hexane and ethane and n-hexane. The model gives a more accurate prediction of mixture adsorption than the ideal adsorbed solution theory. The model is also used to describe methane, propane, and n-pentane adsorption on BAX activated carbon (Ind. Eng. Chem. Res. 40 (2001) 338) and methane, ethane, and propane on Columbia Grade L carbon (Ind. Eng. Chem. 42 (1950) 1315) at multiple temperatures. The model is shown to describe adsorption equilibria of alkanes on all three activated carbons with good accuracy and can also be used as a predictive tool for components on which no experimental data are available. (C) 2004 Elsevier Ltd. All rights reserved.