In this work, we apply the PTK method for the classification of deactivation processes for the first time. For this purpose, CO and CO2 methanation are used as example reactions, which were carried out on a supported nickel catalyst. The experimental results are underpinned by theoretical considerations. The results show clear advantages in the investigation of deactivation mechanisms by applying the PTK method.