Our lab has been working on screening catalysts that fit for mild hydrotreatment for this application. Catalysts are selected based upon their selectivity, cost effectiveness, and their performance in aqueous media. We use fatty acid as model compounds to screen several transition metal catalysts on different support and found Ni/ZrO2 seemed to be promising. The catalyst showed excellent selectivity for converting palmitic acid to pentadecane in aqueous phase. Three other fatty acids, stearic, oleic, and linoleic acid were also compared to illustrate the effect of fatty acid saturation on the conversion rate and products selectivity. Saturated fatty acid was observed to be more effectively deoxygenated to hydrocarbon than unsaturated fatty acid. The main organic product was the paraffin with one carbon less than the precursor fatty acid. At constant temperature and pressure, the conversion rate is 100% with selectivity of paraffin above 90%. We will be verifying the activity of this catalyst on crude bio-oil in our next phase studies.