RT info:eu-repo/semantics/conferenceObject
T1 Developing Grey-Box Dynamic Process Models
A1 de Prada, César
A1 Hose, D.
A1 Gutiérrez Rodríguez, Gloria
A1 Pitarch, José Luis
K1 Modelling methodology, grey-box models, structure, identification, 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 of identify the structure and parameters of the remaining parts of the model. The methods is illustrated in a challenging biotechnological process: the Acetone-Butanol-Ethanol (ABE) fermentation process.
PB Elsevier
SN 2405-8963
YR 2018
FD 2018
LK https://uvadoc.uva.es/handle/10324/66104
UL https://uvadoc.uva.es/handle/10324/66104
LA eng
NO 9th Vienna International Conference on Mathematical Modelling. IFAC. Viena, Austria., 2018, p. 523-528
NO Producción Científica
DS UVaDOC
RD 16-ago-2024