Tuning PCA Controllers based on Manual Control Data

Fernando José Almeida Vieira do Coito; Luís Filipe Figueira de Brito Palma

doi:10.1109/ETFA.2011.6059216

Tuning PCA Controllers based on Manual Control Data

Fernando José Almeida Vieira do Coito, Luís Filipe Figueira de Brito Palma

DEE2010-B2 Sistemas

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

3 Citations (Scopus)

Abstract

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.

Original language	Unknown
Title of host publication	IEEE Emerging Technologies and Factory Automation (ETFA)
Pages	1-4
ISBN (Electronic)	978-1-4577-0016-3
DOIs	https://doi.org/10.1109/ETFA.2011.6059216
Publication status	Published - 1 Jan 2011
Event	16th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) - Duration: 1 Jan 2011 → …

Conference

Conference	16th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)
Period	1/01/11 → …

Access to Document

10.1109/ETFA.2011.6059216

Cite this

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title = "Tuning PCA Controllers based on Manual Control Data",

abstract = "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.",

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N2 - 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.

AB - 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.

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