“…Because of the large fraction (up to 20 wt %) of reactive aldehydes in the bio-oil, catalysts promoting aldol condensations such as acidic, basic, and acid–base bifunctional catalysts have been investigated . TiO 2 , ZrO 2 , and CeO 2 catalysts are amphoteric and have a high activity for ketonization. − The different crystal phases of TiO 2 , i.e., anatase, rutile, or brookite, impact the catalyst performance in the gas-phase ketonization of carboxylic acids such as acetic acid and propionic acid, and rutile TiO 2 was found to perform best when comparing the activity normalized by surface area . TiO 2 was also found effective in defunctionalizing monomeric methoxy phenolics from lignin into simple phenols, and deoxygenation of whole biomass pyrolysis vapors. ,, Also MnO 2 and La 2 O 3 were found to be active in ketonization. , CFP with ZnO showed only minor improvement of the viscosity and stability of the produced oils. , Besides investigations of impregnating alkali compounds (NaOH, KOH, Na 2 CO 3 , K 2 CO 3 , KC 2 H 3 O 2 , and NaCl) directly into biomass, Na 2 CO 3 supported on γ-Al 2 O 3 or silica–alumina was investigated in ex-situ CFP and found to be highly active for reduction of the acids via ketonization. ,,− …”