Hydrodeoxygenation (HDO) is a suitable process to eliminate the oxygen content in vegetable oils and to produce a renewable fuel with characteristics similar to petroleum derived diesel. In this investigation, ordered mesoporous materials based on SBA-15 and Al-SBA-15 were synthesized and impregnated by incipient wetness impregnation with Ni or Co nitrate, being subsequently calcined and reduced with hydrogen. All the samples were characterized by means of XRD, N-2 adsorption-desorption analysis at 77 K, ICP-OES, H-2-TPR and TPD-NH3. Hydrotreating of a methyl esters mixture, used as convenient surrogate of triglycerides, was studied in the present work. Catalytic tests were carried out in a fixed-bed tubular reactor at 340-300 degrees C and 30 bar of H-2 for 6 h, obtaining n-paraffins as main products. The results revealed that the presence of aluminum in the supports favors HDO processes, specifically at low temperatures, achieving higher selectivities and yields to C-18 hydrocarbons than SBA-15 based materials. Besides, acid sites promote the formation of non-linear hydrocarbons in addition to n-paraffins, which are mainly produced with pure silica based catalysts. Regarding active phases, Co proved to be more active than Ni under the reaction conditions used in this study. On the basis of these results, Co/Al-SBA-15 can be considered as a very promising catalyst for the production of biofuels in diesel range from vegetable oils with a remarkable HDO activity. (C) 2013 Elsevier B. V. All rights reserved.