A new multivariable controller for cement milling circuits is presented, wh
ich is based on a nonlinear model of the circuit and on a nonlinear predict
ive control strategy. Comparisons with previous Le control strategies show
improved performances with respect to an important source of perturbations
of the circuit: a change of hardness of the raw material.