The paper represents a new aproach to the predictive model-reference c
ontrol. The prediction of the process output signal is made on the bas
is of fuzzy process model. Using the fuzzy model of the process the fo
recast of the process output over a certain horizont in the future is
calculated and can be used as a predictor in the long-range predictive
control strategy. The concept is implemented on real industrial scale
temperature plant.