TY - JOUR
T1 - Selección de estrategia y sintonización óptima de control industrial usando un diseño de experimento factorial
AU - Villamil, David Roberto Acosta
AU - Polania, José Fernando Noguera
AU - Villalobos, Arnaldo Verdeza
AU - Foliaco, Blanca
AU - Montenegro, Adriana Fernanda Rincón
AU - Mejía, Marco Enrique Sanjuan
PY - 2020
Y1 - 2020
N2 - 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.
AB - 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.
U2 - 10.17533/udea.redin.20201010
DO - 10.17533/udea.redin.20201010
M3 - Journal article
SN - 2422-2844
VL - 103
SP - 34
EP - 43
JO - Revista Facultad de Ingeniería
JF - Revista Facultad de Ingeniería
IS - 103
ER -