Petroleum is non-renewable and contributes to environmental pollution, thus biooil can be substituted as a potential alternative. However, bio-oil in its crude form cannot be used directly as fuel since it contains high proportion of oxygenated, acidic and reactive compounds such as carboxylic acids. These are known to cause corrosion of vessels and pipework, instability and phase separation. The heating value of bio-oil can be improved through hydrodeoxygenation (HDO). In this study, HDO of acetic acid is presented, being a typical model compound found in bio-oil. Kinetic data were obtained over the range of temperature: 175-210 ºC, hydrogen pressure: 20-50 bar, initial acetic acid concentration: 0.16-0.521 M and catalyst loading: 0.2-0.5 g, in a 100mL batch reactor using 4% Pt/TiO2. It was found that catalyst particle sizes < 65 μm and a stirring speed of 1000 min-1 were sufficient to overcome internal and external mass transfer