Heuristic Tuning and Decoupling Strategies for Multivariable Systems: An Integrated TIA Portal and Matlab-Simulink Approach

Diego Salazar; Wilson Pavón; William Montalvo; Julio Cesar Zambrano

doi:10.1007/978-3-031-87065-1_36

Heuristic Tuning and Decoupling Strategies for Multivariable Systems: An Integrated TIA Portal and Matlab-Simulink Approach

Diego Salazar
, Wilson Pavón
, William Montalvo
, Julio Cesar Zambrano

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

1 Cita (Scopus)

Resumen

This paper proposes a comprehensive solution to the advanced control problem of multivariable systems using Siemens’ TIA (Totally Integrated Automation) Portal LSIM (Linear Simulation) package. The process model is validated via Matlab-Simulink to compare and support the implementation of the TIA Portal. The control system is then developed using the Relative Gain Array (RGA) concept to minimize cross-coupling effects between inputs. The study demonstrates how decoupling functions and precise tuning improve system performance, reducing interference and enhancing stability. The results confirm that this integrated control framework improves system efficiency, reliability, and adaptability for industrial applications.

Idioma original	Inglés
Título de la publicación alojada	Systems, Smart Technologies, and Innovation for Society - Proceedings of CITIS 2024
Editores	Esteban Mauricio Inga Ortega, Vladimir Espartaco Robles-Bykbaev, Nuria García Herranz, Eduardo Gallego Diaz
Editorial	Springer Science and Business Media Deutschland GmbH
Páginas	395-405
Número de páginas	11
ISBN (versión impresa)	9783031870644
DOI	https://doi.org/10.1007/978-3-031-87065-1_36
Estado	Publicada - 2025
Evento	10th International Conference on Science, Technology and Innovation for Society, CITIS 2024 - Guayaquil, Ecuador Duración: 18 jul. 2024 → 19 jul. 2024

Serie de la publicación

Nombre	Lecture Notes in Networks and Systems
Volumen	1331 LNNS
ISSN (versión impresa)	2367-3370
ISSN (versión digital)	2367-3389

Conferencia

Conferencia	10th International Conference on Science, Technology and Innovation for Society, CITIS 2024
País/Territorio	Ecuador
Ciudad	Guayaquil
Período	18/07/24 → 19/07/24

Nota bibliográfica

Publisher Copyright:
© The Author(s) 2025.

Areas de Conocimiento del CACES

417A Electrónica, automatización y sonido

Acceder al documento

10.1007/978-3-031-87065-1_36

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Enlace a la publicación en Scopus

Citar esto

Salazar, D., Pavón, W., Montalvo, W., & Zambrano, J. C. (2025). Heuristic Tuning and Decoupling Strategies for Multivariable Systems: An Integrated TIA Portal and Matlab-Simulink Approach. En E. M. Inga Ortega, V. E. Robles-Bykbaev, N. García Herranz, & E. Gallego Diaz (Eds.), Systems, Smart Technologies, and Innovation for Society - Proceedings of CITIS 2024 (pp. 395-405). (Lecture Notes in Networks and Systems; Vol. 1331 LNNS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-87065-1_36

Salazar, Diego ; Pavón, Wilson ; Montalvo, William et al. / Heuristic Tuning and Decoupling Strategies for Multivariable Systems : An Integrated TIA Portal and Matlab-Simulink Approach. Systems, Smart Technologies, and Innovation for Society - Proceedings of CITIS 2024. editor / Esteban Mauricio Inga Ortega ; Vladimir Espartaco Robles-Bykbaev ; Nuria García Herranz ; Eduardo Gallego Diaz. Springer Science and Business Media Deutschland GmbH, 2025. pp. 395-405 (Lecture Notes in Networks and Systems).

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title = "Heuristic Tuning and Decoupling Strategies for Multivariable Systems: An Integrated TIA Portal and Matlab-Simulink Approach",

abstract = "This paper proposes a comprehensive solution to the advanced control problem of multivariable systems using Siemens{\textquoteright} TIA (Totally Integrated Automation) Portal LSIM (Linear Simulation) package. The process model is validated via Matlab-Simulink to compare and support the implementation of the TIA Portal. The control system is then developed using the Relative Gain Array (RGA) concept to minimize cross-coupling effects between inputs. The study demonstrates how decoupling functions and precise tuning improve system performance, reducing interference and enhancing stability. The results confirm that this integrated control framework improves system efficiency, reliability, and adaptability for industrial applications.",

keywords = "Decoupling, Industrial Automation, Multivariable Control, Optimization, PID Tuning, Process Control, TIA Portal",

author = "Diego Salazar and Wilson Pav{\'o}n and William Montalvo and Zambrano, \{Julio Cesar\}",

note = "Publisher Copyright: {\textcopyright} The Author(s) 2025.; 10th International Conference on Science, Technology and Innovation for Society, CITIS 2024 ; Conference date: 18-07-2024 Through 19-07-2024",

year = "2025",

doi = "10.1007/978-3-031-87065-1\_36",

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series = "Lecture Notes in Networks and Systems",

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Salazar, D, Pavón, W, Montalvo, W & Zambrano, JC 2025, Heuristic Tuning and Decoupling Strategies for Multivariable Systems: An Integrated TIA Portal and Matlab-Simulink Approach. En EM Inga Ortega, VE Robles-Bykbaev, N García Herranz & E Gallego Diaz (eds.), Systems, Smart Technologies, and Innovation for Society - Proceedings of CITIS 2024. Lecture Notes in Networks and Systems, vol. 1331 LNNS, Springer Science and Business Media Deutschland GmbH, pp. 395-405, 10th International Conference on Science, Technology and Innovation for Society, CITIS 2024, Guayaquil, Ecuador, 18/07/24. https://doi.org/10.1007/978-3-031-87065-1_36

Heuristic Tuning and Decoupling Strategies for Multivariable Systems: An Integrated TIA Portal and Matlab-Simulink Approach. / Salazar, Diego; Pavón, Wilson; Montalvo, William et al.
Systems, Smart Technologies, and Innovation for Society - Proceedings of CITIS 2024. ed. / Esteban Mauricio Inga Ortega; Vladimir Espartaco Robles-Bykbaev; Nuria García Herranz; Eduardo Gallego Diaz. Springer Science and Business Media Deutschland GmbH, 2025. p. 395-405 (Lecture Notes in Networks and Systems; Vol. 1331 LNNS).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

TY - GEN

T1 - Heuristic Tuning and Decoupling Strategies for Multivariable Systems

T2 - 10th International Conference on Science, Technology and Innovation for Society, CITIS 2024

AU - Salazar, Diego

AU - Pavón, Wilson

AU - Montalvo, William

AU - Zambrano, Julio Cesar

N1 - Publisher Copyright: © The Author(s) 2025.

PY - 2025

Y1 - 2025

N2 - This paper proposes a comprehensive solution to the advanced control problem of multivariable systems using Siemens’ TIA (Totally Integrated Automation) Portal LSIM (Linear Simulation) package. The process model is validated via Matlab-Simulink to compare and support the implementation of the TIA Portal. The control system is then developed using the Relative Gain Array (RGA) concept to minimize cross-coupling effects between inputs. The study demonstrates how decoupling functions and precise tuning improve system performance, reducing interference and enhancing stability. The results confirm that this integrated control framework improves system efficiency, reliability, and adaptability for industrial applications.

AB - This paper proposes a comprehensive solution to the advanced control problem of multivariable systems using Siemens’ TIA (Totally Integrated Automation) Portal LSIM (Linear Simulation) package. The process model is validated via Matlab-Simulink to compare and support the implementation of the TIA Portal. The control system is then developed using the Relative Gain Array (RGA) concept to minimize cross-coupling effects between inputs. The study demonstrates how decoupling functions and precise tuning improve system performance, reducing interference and enhancing stability. The results confirm that this integrated control framework improves system efficiency, reliability, and adaptability for industrial applications.

KW - Decoupling

KW - Industrial Automation

KW - Multivariable Control

KW - Optimization

KW - PID Tuning

KW - Process Control

KW - TIA Portal

UR - https://www.scopus.com/pages/publications/105004637553

U2 - 10.1007/978-3-031-87065-1_36

DO - 10.1007/978-3-031-87065-1_36

M3 - Conference contribution

AN - SCOPUS:105004637553

SN - 9783031870644

T3 - Lecture Notes in Networks and Systems

SP - 395

EP - 405

BT - Systems, Smart Technologies, and Innovation for Society - Proceedings of CITIS 2024

A2 - Inga Ortega, Esteban Mauricio

A2 - Robles-Bykbaev, Vladimir Espartaco

A2 - García Herranz, Nuria

A2 - Gallego Diaz, Eduardo

PB - Springer Science and Business Media Deutschland GmbH

Y2 - 18 July 2024 through 19 July 2024

ER -

Salazar D, Pavón W, Montalvo W , Zambrano JC. Heuristic Tuning and Decoupling Strategies for Multivariable Systems: An Integrated TIA Portal and Matlab-Simulink Approach. En Inga Ortega EM, Robles-Bykbaev VE, García Herranz N, Gallego Diaz E, editores, Systems, Smart Technologies, and Innovation for Society - Proceedings of CITIS 2024. Springer Science and Business Media Deutschland GmbH. 2025. p. 395-405. (Lecture Notes in Networks and Systems). doi: 10.1007/978-3-031-87065-1_36