This work is concerned with the tuning of parameters Model Predictive Control (MPC) algorithms when used for industrial tasks, i.e., compensation disturbances that affect process (process uncontrolled inputs and measurement noises). The discussed simulation optimisation procedure quite computationally simple since consecutive are optimised separately, it requires only a very limited number simu...