RT info:eu-repo/semantics/conferenceObject
T1 Developing Grey-Box Dynamic Process Models
A1 Prada Moraga, César de
A1 Hose, Dominik
A1 Gutierrez, Gloria
A1 Pitarch Pérez, José Luis
K1 modelling methodology
K1 grey-box model
K1 structure
K1 Identification
K1 fermentation process
AB This paper presents a methodology for developing grey models of process systems, that is, models that, being based on fundamental principles and laws of nature, combine them with sub-models obtained from experimental data. The method follows two steps: the first one takes advantage of what is known, while the second uses the data and mixed-integer optimization algorithms to identify the structure and parameters of the remaining parts of the model. The method is illustrated in a challenging biotechnological process: the Acetone-Butanol-Ethanol (ABE) fermentation process.
PB Elsevier
YR 2018
FD 2018
LK http://uvadoc.uva.es/handle/10324/29487
UL http://uvadoc.uva.es/handle/10324/29487
LA eng
NO Felix Breitenecker, Wolfgang Kemmetmüller, Andreas Körner, Andreas Kugi and Inge Troch. 9th Vienna International Conference on Mathematical Modelling. Viena: TU Wien, 2018, p. 523-528
NO Producción Científica
DS UVaDOC
RD 30-abr-2024