A methodology is presented that combines modelling based on first principles and data based modelling into a modelling cycle that facilitates fast decision-making based on statistical methods. A strong feature of this methodology is that given a first principles model along with process data, the corresponding modelling cycle model of the given system for a given purpose. A computer-aided tool, which integrates the elements of the modelling cycle, is also presented, and an example is given of modelling a fed-batch bioreactor.
|Publication status||Published - 2002|
|Event||12th European Symposium on Computer Aided Process Engineering - The Hague, Netherlands|
Duration: 26 May 2002 → 29 May 2002
Conference number: 12, 35
|Conference||12th European Symposium on Computer Aided Process Engineering|
|Period||26/05/2002 → 29/05/2002|