In this paper we propose a methodology to evaluate the performance of decentralized PID controllers for two-inputs-two-outputs processes and to retune the parameters. In particular, the model of the process is estimated based on a technique that exploits the final value theorem. Then, an evolutionary algorithm is applied in order to find the Pareto front by considering a multiobjective optimization problem. Finally, the performance obtained with the current tuning is compared with the optimal ones and, in case it is necessary, the PID parameters are retuned accordingly. A procedure to achieve the Nash optimal point is also proposed.

Optimized Retuning of PID Controllers for TITO Processses

Visioli, Antonio
2018-01-01

Abstract

In this paper we propose a methodology to evaluate the performance of decentralized PID controllers for two-inputs-two-outputs processes and to retune the parameters. In particular, the model of the process is estimated based on a technique that exploits the final value theorem. Then, an evolutionary algorithm is applied in order to find the Pareto front by considering a multiobjective optimization problem. Finally, the performance obtained with the current tuning is compared with the optimal ones and, in case it is necessary, the PID parameters are retuned accordingly. A procedure to achieve the Nash optimal point is also proposed.
2018
Proceedings IFAC Conference on Advances in PID Control
Ateneo di appartenenza
Veronesi, M., Visioli, A.
PE7_1 Control engineering
Esperti anonimi
Inglese
no
IFAC Conference on Advances in PID Control
2018
Ghent (B)
Internazionale
ELETTRONICO
51
268
273
6
Elsevier B.V.
performance assessment; PID controllers; process parameters estimation; retuning; TITO systems
Imprese italiane
http://www.journals.elsevier.com/ifac-papersonline/
no
none
Veronesi, Massimiliano; Visioli, Antonio
273
info:eu-repo/semantics/conferenceObject
2
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11379/508361
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