System modelling using neural network parameter functions

• Autorzy: Tholudur, A. , Ramirez, W. F.
• Języki publikacji: EN

Abstrakty

EN

The development of mathematical models that accurately describe the dynamics of a complex system is a very difficult task. The use of neural networks in conjunction with prior process knowledge improves modelling performance. This can be achieved by using the method of neural network parameter function modelling. This paper presents the application of this technique to the modelling of a complex batch biotechnology system. The models developed are optimized using two different methods and the results compared.

Słowa kluczowe

PL

sieć neuronowa; model matematyczny

EN

neural networks; mathematical model

• Czasopismo: Applied Mathematics and Computer Science
• Rocznik: 1998
• Tom: Vol. 8, no 4
• Strony: 887-898
• Opis fizyczny: Bibliogr. 22 poz., rys., tab., wykr.

Twórcy

autor

Tholudur, A.

autor

Ramirez, W. F.

• Departament of Chemical Engineering, University of Colorado, Boulder CO 80308-0424, USA,