The paper presents an applicable sensorless model predictive direct torque control (MP DTC) technique for a doubly fed induction machine (DFIM) drive operating in motor mode. An effective sensorless procedure is presented to get a robust drive performance for the desired speed change. The advantage of the proposed sensorless topology is that there is no necessity for estimating the flux, as presented by various searches before. A dSpace 1104 prototyping control board is used to implement experimentally the control procedure. Obtained results prove the validity of prospective control approach in obtaining a high dynamic performance of the DFIM drive for the required speed changes.