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

Research output: Chapter in Book/Report/Conference proceeding › Conference and proceedings › peer-review

1 Scopus citations

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.

Original language	English
Title of host publication	2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings
Editors	Luz Alejandra Magre Colorado
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728194967
DOIs	https://doi.org/10.1109/CIIMA50553.2020.9290180
State	Published - 4 Nov 2020
Event	9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Cartagena de Indias, Colombia Duration: 4 Nov 2020 → 6 Nov 2020

Publication series

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

Conference

Conference	9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020
Country/Territory	Colombia
City	Cartagena de Indias
Period	4/11/20 → 6/11/20

Bibliographical note

Publisher Copyright:
© 2020 IEEE.

Keywords

ANOVA
Design of Experiments
Inverse Response Process
Reduction Order Techniques
Sliding Mode Control

Access to Document

10.1109/CIIMA50553.2020.9290180

Cite this

Castellanos, D., Castrillon, F., Camacho, O., Gutierrez, S., & Posada, N. L. (2020). Order Reduction Rules Based on Statistical Techniques for Inverse Response Processes. In L. A. M. Colorado (Ed.), 2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings Article 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).

@inproceedings{59c72fff24934e129751bae02780e237,

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",

month = nov,

day = "4",

doi = "10.1109/CIIMA50553.2020.9290180",

language = "Ingl{\'e}s",

series = "2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Colorado, {Luz Alejandra Magre}",

booktitle = "2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings",

}

Castellanos, D, Castrillon, F, Camacho, O, Gutierrez, S & Posada, NL 2020, Order Reduction Rules Based on Statistical Techniques for Inverse Response Processes. in 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference and proceedings › peer-review

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

UR - http://www.scopus.com/inward/record.url?scp=85099246835&partnerID=8YFLogxK

U2 - 10.1109/CIIMA50553.2020.9290180

DO - 10.1109/CIIMA50553.2020.9290180

M3 - Ponencia publicada en las memorias del evento con ISBN

AN - SCOPUS:85099246835

T3 - 2020 9th International Congress of Mechatronics Engineering and Automation, CIIMA 2020 - Conference Proceedings

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

A2 - Colorado, Luz Alejandra Magre

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. In 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

Abstract

Publication series

Conference

Bibliographical note

Keywords

Access to Document

Fingerprint

Cite this