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Optimization of Fuzzy Controller for Predictive Current Control of Induction Machine (CROSBI ID 309527)

Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija

Varga, Toni ; Benšić, Tin ; Barukčić, Marinko ; Jerković Štil, Vedrana Optimization of Fuzzy Controller for Predictive Current Control of Induction Machine // Electronics (Basel), 11 (2022), 1553, 20. doi: 10.3390/electronics11101553

Podaci o odgovornosti

Varga, Toni ; Benšić, Tin ; Barukčić, Marinko ; Jerković Štil, Vedrana

engleski

Optimization of Fuzzy Controller for Predictive Current Control of Induction Machine

An optimization procedure for type 1 Takagi–Sugeno Fuzzy Logic Controller (FLC) parameter tuning is shown in this paper. Ant colony optimization is used to obtain the optimal controller parameters, and only a small amount of post-optimization parameter adjustment is needed. The choice of controller parameters is explained, along with the methodology behind the criterion for objective function value calculation. The optimized controller is implemented as an outer-loop speed controller for Predictive Current Control (PCC) of an induction machine. The performance of the proposed control method is compared with that of several other model predictive control methods. The results show a 55% decrease in speed tracking error and 74% decrease in torque overshoot.

induction machine ; ant colony optimization ; predictive current control ; fuzzy logic control ; Takagi–Sugeno

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Podaci o izdanju

11

2022.

1553

20

objavljeno

2079-9292

10.3390/electronics11101553

Trošak objave rada u otvorenom pristupu

APC

Povezanost rada

Elektrotehnika

Poveznice
Indeksiranost