Selección de estrategia y sintonización óptima de control industrial usando un diseño de experimento factorial

David Roberto Acosta Villamil, José Fernando Noguera Polania, Arnaldo Verdeza Villalobos, Blanca Foliaco, Adriana Fernanda Rincón Montenegro, Marco Enrique Sanjuan Mejía

Research output: Contribution to journalJournal articleResearchpeer-review

Abstract

In this study, a novel experimental approach for the optimal selection of an actuator-based control strategy is presented. The proposed approach is a two-stage method: first, a two-level factorial experiment design with n factors (2n) was applied to compare different control schemes. Schemes comparison was carried out in terms of energy consumption and closed-loop performance. For the best relative scheme, a Central Composite Face-centered (CCF) design was completed obtaining the controller parameters that optimize the performance in terms of the Integral Absolute Error (IAE) while operating in a region of low energy consumption. The proposed approach was experimentally tested using real data obtained from a laboratory prototype plant. Some experimental tests illustrating the suitability of our method are shown at the end of this article.
Original languageEnglish
JournalRevista Facultad de Ingeniería
Volume103
Issue number103
Pages (from-to)34-43
ISSN2422-2844
DOIs
Publication statusPublished - 2020
Externally publishedYes

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