“…CFP can be divided into in situ CFP and ex situ CFP. In situ CFP has catalysts directly mixed with biomass feedstock in the pyrolysis reactor, whereas in ex situ CFP, catalysts only come into contact with the pyrolysis vapors in a separate reactor. , The catalytic reactions occurring in CFP include dehydration, decarbonylation, decarboxylation, ketonization, aldol condensation, aromatization, hydrodeoxygenation, hydrogenation, and cracking. , Catalysts applied in both in situ and ex situ CFP include zeolites (for example, ZSM-5) and acid-functionalized mesoporous materials (for example, MCM-41), ,,, acidic metal oxides (for example, Al 2 O 3 , TiO 2 , and ZrO 2 ), − basic metal oxides (for example, MgO and CaO), − and mixed-metal oxides with both acidic and basic sites (for example, MgO/ZnO with Al 2 O 3 , and Mn 2 O 3 /ZrO 2 with CeO 2 ). In addition, supported noble metal bifunctional catalysts (for example, Pt/TiO 2 and Ru/TiO 2 ) together with H 2 are used in ex situ CFP for hydrodeoxygenation of the pyrolysis vapor.…”