Quality parameters such as origin and source are required by pellet standards. The study aims to discriminate hardwoods and softwoods. FTIR spectroscopy coupled with SIMCA has been evaluated as a suitable tool. 110 wood samples belonging to 12 species and 4 blends were analysed. The method shows good performance and could be useful to verify standard compliance.