Intelligent control applications on a binary distillation column

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dc.contributor.authorDiaz Quezada, Simon Diego
dc.contributor.authorPérez Correa, José Ricardo
dc.contributor.authorCipriano, Aldo
dc.contributor.authorFernández-Fernández, Mario Alberto
dc.date.accessioned2022-05-11T20:26:36Z
dc.date.available2022-05-11T20:26:36Z
dc.date.issued2016
dc.description.abstractDistillation is fundamental in Chemical Engineering. It is a highly complex and no-linear process. Therefore, developing intelligent control systems for distillation columns is challenging. These control techniques are based on previous knowledge and intuitive rules. In this work, several intelligent control strategies, such as Expert, Fuzzy (Mamdani and Sugeno) and Neural-Network Control are applied to control a simulated distillation column, and their performance compared with a traditional PI controller. The controlled variable was the distillate molar fraction and the manipulated variable was the reflux ratio. All control strategies were tested in two scenarios: i) set-point changes, and ii) disturbance and setpoint changes. The best control strategy was the Neural-Network, using a NARMA-L2 controller. This control has a good disturbance rejection and a fast set-point tracking with a smooth control action.
dc.fuente.origenIEEE
dc.identifier.doi10.1109/ICA-ACCA.2016.7778496
dc.identifier.eisbn978-1-5090-1147-6
dc.identifier.isbn9781509011483
dc.identifier.urihttps://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7778496
dc.identifier.urihttps://doi.org/10.1109/ICA-ACCA.2016.7778496
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/63794
dc.information.autorucEscuela de ingeniería ; Diaz Quezada, Simon Diego ; S/I ; 250656
dc.information.autorucEscuela de ingeniería ; Pérez Correa, José Ricardo ; S/I ; 100130
dc.information.autorucEscuela de ingeniería ; Cipriano Zamorano, Aldo ; S/I ; 99102
dc.language.isoen
dc.nota.accesoContenido parcial
dc.publisherIEEE
dc.relation.ispartofIEEE International Conference on Automatica (ICA-ACCA) (2016 : Curicó, Chile)
dc.rightsacceso restringido
dc.subjectMathematical model
dc.subjectDistillation equipment
dc.subjectLiquids
dc.subjectNiobium
dc.subjectFeeds
dc.subjectChemical engineering
dc.subjectSoftware packages
dc.titleIntelligent control applications on a binary distillation columnes_ES
dc.typecomunicación de congreso
sipa.codpersvinculados250656
sipa.codpersvinculados100130
sipa.codpersvinculados99102
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