This paper presents a method that can be used in selecting a mathematical model for estimating diffuse irradiance on vertical surfaces from the available horizontal sky irradiance measurements. It is based on the use of the ISO/CIE standard general sky model as a tool for selecting a diffuse irradiance model. Real measurements of solar irradiance are used to validate such approach