Rg. Forsythe et Ml. Mavrovouniotis, MODEL-REDUCTION IN THE COMPUTATIONAL MODELING OF REACTION SYSTEMS, Journal of chemical information and computer sciences, 37(2), 1997, pp. 258-264
Citations number
10
Categorie Soggetti
Information Science & Library Science","Computer Application, Chemistry & Engineering","Computer Science Interdisciplinary Applications",Chemistry,"Computer Science Information Systems
The underlying assumption for most lumping techniques is that the redu
ced models must be valid for the entire composition space. This is a h
arsh requirement that often limits the models that are generated, The
scheme that is presented here uses the inherent structure of reaction
systems to divide the composition space into regions. Within each regi
on, the order-of-magnitude relationships that exist between terms in t
he rate equations are used to systematically reduce the order and coup
ling of the model. The full system is then described through piecewise
combination of these simpler, region-specific models. Although these
reduced models are based on assumptions Bat make them invalid globally
, they are accurate within the regions for which they have been crafte
d.