2024-03-29T11:58:58Zhttps://uvadoc.uva.es/oai/requestoai:uvadoc.uva.es:10324/294872022-03-01T12:23:58Zcom_10324_1168com_10324_931com_10324_894col_10324_1304
2018-05-07T10:15:00Z
urn:hdl:10324/29487
Developing Grey-Box Dynamic Process Models
Prada Moraga, César de
Hose, Dominik
Gutierrez, Gloria
Pitarch Pérez, José Luis
Producción Científica
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.
2018-05-07T10:15:00Z
2018-05-07T10:15:00Z
2018
info:eu-repo/semantics/conferenceObject
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
http://uvadoc.uva.es/handle/10324/29487
10.1016/j.ifacol.2018.03.088
eng
https://doi.org/10.1016/j.ifacol.2018.03.088
info:eu-repo/grantAgreement/EC/H2020/723575
info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-sa/4.0/
Elsevier
Attribution-ShareAlike 4.0 International
Elsevier