The present paper describes the problems arising in studying the kinetics of hydrogenation performed in slurry reactors and the ways to solve them. Two examples are considered: the hydrogenation of 2-ethyltetrahydroanthraquinone, an important step of the industrial production of hydrogen peroxide, and the partial hydrogenation of a rapeseed oil. Both hydrogenations were performed on the same palladium-supported catalyst.