Response surface methodology with prediction uncertainty: A multi-objective optimisation approach

► The model prediction uncertainty is addressed in response surface methodology. ► The prediction mean and uncertainty are combined through a multi-objective optimisation method. ► The methodology is applied to the optimisation of a catalytic reaction process.