In this paper we demonstrate the implementation of model predictive control (MPC) for vibration suppression of the first five bending modes of an active structure. For adequate performance, this requires a 5kHz sampling rate, which is achieved using a standard active-set optimisation technique running on a 200MHz digital signal processor. Experimental results show that MPC offers improved performance for this application when compared with other standard approaches.