a soft-sensor model of the membrane efficiency is given by using the mixed modelling method based on artificial neural networks. Based on this soft-sensor model
the complex method is used to calculate the membrane efficiency on-line under some constraints. Some problems in the application of artificial neural networks and the complex method are also discussed.