In this paper we investigate the performance that can be achieved by using Fractional-Order Proportional-Integral-Derivative (FOPID) controllers for Multiple-Input-Multiple-Output (MIMO) industrial processes. In particular, we consider several well-known interacting process models taken from the literature and we tune the controllers by minimizing an optimization functional via genetic algorithms. We consider two different cost functions, one based on the integrated absolute error and the other one on the integrated square error. A comparison with standard integer-order Proportional-Integral-Derivative (PID) controller is performed so that the advantages of using decentralized FOPID controllers for set-point tracking and decoupling can be clearly evaluated.

On the Use of Fractional-Order PID Controllers for TITO Processes

Visioli, Antonio
2023-01-01

Abstract

In this paper we investigate the performance that can be achieved by using Fractional-Order Proportional-Integral-Derivative (FOPID) controllers for Multiple-Input-Multiple-Output (MIMO) industrial processes. In particular, we consider several well-known interacting process models taken from the literature and we tune the controllers by minimizing an optimization functional via genetic algorithms. We consider two different cost functions, one based on the integrated absolute error and the other one on the integrated square error. A comparison with standard integer-order Proportional-Integral-Derivative (PID) controller is performed so that the advantages of using decentralized FOPID controllers for set-point tracking and decoupling can be clearly evaluated.
2023
Proceedings IFAC World Congress
Ateneo di appartenenza
PE7_1 Control engineering
Esperti anonimi
Inglese
no
22nd IFAC World Congress
9-14/7/2023
Yokohama (J)
Internazionale
ELETTRONICO
56
3284
3289
6
Elsevier
Fractional-order PID controllers; MIMO processes; Optimization; Tuning
Altre Istituz. pubb. estere
Not applicable
none
Arrieta, Orlando; Barbieri, Alessandro; Meneses, Helber; Padula, Fabrizio; Vilanova, Ramon; Visioli, Antonio
273
info:eu-repo/semantics/conferenceObject
6
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/11379/594565
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