Order Reduction Rules Based on Statistical Techniques for Inverse Response Processes

Duby Castellanos; Fabio Castrillon; Oscar Camacho; Sergio Gutierrez; Norha L. Posada

doi:10.1109/CIIMA50553.2020.9290180

Order Reduction Rules Based on Statistical Techniques for Inverse Response Processes

Duby Castellanos, Fabio Castrillon, Oscar Camacho, Sergio Gutierrez, Norha L. Posada

Producción científica: Capítulo del libro/informe/acta de congreso › Ponencia publicada en las memorias del evento con ISBN › revisión exhaustiva

1 Cita (Scopus)

Resumen

In this work, we present a set of rules that transforms the model of Inverse Response Second Order Plus Dead Time Process (IRSODT) and reduces it to a First Order Plus Dead Time (FOPDT) model. We describe the design process for the proposed rules, where we use Dimensional Analysis Techniques and Design of Experiments (DOE). We analyze and compare our rules with those proposed by Taylor, and those proposed by Skogestad. Finally, we use our rules to tune a Sliding Mode Control (SMC) that uses a FOPDT model and we presented some performance indexes.

Idioma original	Inglés
Título de la publicación alojada	2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings
Editores	Luz Alejandra Magre Colorado
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9781728194967
DOI	https://doi.org/10.1109/CIIMA50553.2020.9290180
Estado	Publicada - 4 nov. 2020
Evento	9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Cartagena de Indias, Colombia Duración: 4 nov. 2020 → 6 nov. 2020

Serie de la publicación

Nombre	2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings

Conferencia

Conferencia	9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020
País/Territorio	Colombia
Ciudad	Cartagena de Indias
Período	4/11/20 → 6/11/20

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© 2020 IEEE.

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10.1109/CIIMA50553.2020.9290180

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Castellanos, D., Castrillon, F., Camacho, O., Gutierrez, S., & Posada, N. L. (2020). Order Reduction Rules Based on Statistical Techniques for Inverse Response Processes. En L. A. M. Colorado (Ed.), 2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings Artículo 9290180 (2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CIIMA50553.2020.9290180

Castellanos, Duby ; Castrillon, Fabio ; Camacho, Oscar et al. / Order Reduction Rules Based on Statistical Techniques for Inverse Response Processes. 2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings. editor / Luz Alejandra Magre Colorado. Institute of Electrical and Electronics Engineers Inc., 2020. (2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings).

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title = "Order Reduction Rules Based on Statistical Techniques for Inverse Response Processes",

abstract = "In this work, we present a set of rules that transforms the model of Inverse Response Second Order Plus Dead Time Process (IRSODT) and reduces it to a First Order Plus Dead Time (FOPDT) model. We describe the design process for the proposed rules, where we use Dimensional Analysis Techniques and Design of Experiments (DOE). We analyze and compare our rules with those proposed by Taylor, and those proposed by Skogestad. Finally, we use our rules to tune a Sliding Mode Control (SMC) that uses a FOPDT model and we presented some performance indexes.",

keywords = "ANOVA, Design of Experiments, Inverse Response Process, Reduction Order Techniques, Sliding Mode Control",

author = "Duby Castellanos and Fabio Castrillon and Oscar Camacho and Sergio Gutierrez and Posada, {Norha L.}",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 ; Conference date: 04-11-2020 Through 06-11-2020",

year = "2020",

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Castellanos, D, Castrillon, F, Camacho, O, Gutierrez, S & Posada, NL 2020, Order Reduction Rules Based on Statistical Techniques for Inverse Response Processes. En LAM Colorado (ed.), 2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings., 9290180, 2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings, Institute of Electrical and Electronics Engineers Inc., 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020, Cartagena de Indias, Colombia, 4/11/20. https://doi.org/10.1109/CIIMA50553.2020.9290180

Order Reduction Rules Based on Statistical Techniques for Inverse Response Processes. / Castellanos, Duby; Castrillon, Fabio; Camacho, Oscar et al.
2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings. ed. / Luz Alejandra Magre Colorado. Institute of Electrical and Electronics Engineers Inc., 2020. 9290180 (2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings).

Producción científica: Capítulo del libro/informe/acta de congreso › Ponencia publicada en las memorias del evento con ISBN › revisión exhaustiva

TY - GEN

T1 - Order Reduction Rules Based on Statistical Techniques for Inverse Response Processes

AU - Castellanos, Duby

AU - Castrillon, Fabio

AU - Camacho, Oscar

AU - Gutierrez, Sergio

AU - Posada, Norha L.

PY - 2020/11/4

Y1 - 2020/11/4

N2 - In this work, we present a set of rules that transforms the model of Inverse Response Second Order Plus Dead Time Process (IRSODT) and reduces it to a First Order Plus Dead Time (FOPDT) model. We describe the design process for the proposed rules, where we use Dimensional Analysis Techniques and Design of Experiments (DOE). We analyze and compare our rules with those proposed by Taylor, and those proposed by Skogestad. Finally, we use our rules to tune a Sliding Mode Control (SMC) that uses a FOPDT model and we presented some performance indexes.

AB - In this work, we present a set of rules that transforms the model of Inverse Response Second Order Plus Dead Time Process (IRSODT) and reduces it to a First Order Plus Dead Time (FOPDT) model. We describe the design process for the proposed rules, where we use Dimensional Analysis Techniques and Design of Experiments (DOE). We analyze and compare our rules with those proposed by Taylor, and those proposed by Skogestad. Finally, we use our rules to tune a Sliding Mode Control (SMC) that uses a FOPDT model and we presented some performance indexes.

KW - ANOVA

KW - Design of Experiments

KW - Inverse Response Process

KW - Reduction Order Techniques

KW - Sliding Mode Control

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BT - 2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings

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PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020

Y2 - 4 November 2020 through 6 November 2020

ER -

Castellanos D, Castrillon F, Camacho O, Gutierrez S, Posada NL. Order Reduction Rules Based on Statistical Techniques for Inverse Response Processes. En Colorado LAM, editor, 2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc. 2020. 9290180. (2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings). doi: 10.1109/CIIMA50553.2020.9290180

Order Reduction Rules Based on Statistical Techniques for Inverse Response Processes

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