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Desulfurization kinetics and regeneration of silica gel-supported TiO2extrudates were explored for the reactive adsorptive desulfurization (RADS) process in this work. RADS using TiO2/SiO2extrudates with varied particle sizes was evaluated. The textural and chemical properties of molded adsorbents were well maintained after extrusion, with a negligible decrease (<0.97%) in the desulfurization capacity for 50 ppm low-sulfur diesel. The RADS of trilobed TiO2/SiO2was well described with a first-order adsorption kinetic model of ln(C) = −9.42 × 10–3t+ 3.84, and TiO2/SiO2extrudates with smaller particle size may provide larger external surface area and shorter diffusion path. The impacts of packing density and weight hour space velocity (WHSV) on fixed-bed dynamic RADS were discussed. The desorption of adsorbed diesel can be well presented by a first-order model, where the total diesel yield of the RADS process reached above 99.5% at a nitrogen purging temperature ≥150 °C. The effects of solvent structure, polarity, and alkalinity on adsorbent regeneration were further illustrated. This work provides an insight into the aspects of kinetics and regeneration of molded adsorbents to pave the way for industrial fixed-bed desulfurization processes.