In this paper an approach for tuning PCA controllers based on manual control data is presented. Closed-loop control can be formulated and implemented within the reduced space defined by a PCA (principal components analysis) model. This PCA controller results in an integral controller. The main contributions of the paper are: a) the tuning approach based on process data obtained with a manual closed loop controller, and on the adjustment of the controller gain; b) the performance evaluation of this new approach, in nominal operating conditions and in faulty situations. Some experimental results obtained with a second order linear plant are presented.
|Title of host publication||IEEE Emerging Technologies and Factory Automation (ETFA)|
|Publication status||Published - 1 Jan 2011|
|Event||16th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) - |
Duration: 1 Jan 2011 → …
|Conference||16th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)|
|Period||1/01/11 → …|
Coito, F. J. A. V. D., & Palma, L. F. F. D. B. (2011). Tuning PCA Controllers based on Manual Control Data. In IEEE Emerging Technologies and Factory Automation (ETFA) (pp. 1-4) https://doi.org/10.1109/ETFA.2011.6059216