“…Understanding of the reaction rates of the ARs for HDS, HDN, HDV, HDNi, HDAsp, and HDCCR over different catalyst beds is important for design of the catalyst and the catalyst bed. In many cases, the reaction rates for HDN, HDV, HDNi, HDAsp, and HDCCR can be described by the first-order kinetics, as indicated in the literature, ,,, although other order kinetics have also been reported, depending on the conversion and distribution of the reactant species with different reactivities. ,− The apparent HDS kinetics behavior can be described approximately by the first-order reaction, when liquid hourly space velocity (LHSV) is higher or the conversion is lower. , In principle, an individual compound in hydrotreating obeys mostly the first-order kinetics . In the real feed cases, the empirical reaction order for various compounds, such as S, N, V, Ni, and asphaltenes compounds, is usually estimated by the regression analysis to fit the experimental data.…”