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Pregled bibliografske jedinice broj: 1194048

Optimization of Fuzzy Controller for Predictive Current Control of Induction Machine


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 (međunarodna recenzija, članak, znanstveni)


CROSBI ID: 1194048 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Optimization of Fuzzy Controller for Predictive Current Control of Induction Machine

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

Izvornik
Electronics (Basel) (2079-9292) 11 (2022); 1553, 20

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

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

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA


Projekti:
UIP-2017-05-8572 - Razvoj postupaka kosimulacija programskih alata za primjenu mekog računarstva u elektroenergetici (COPESOC) (Barukčić, Marinko, HRZZ - 2017-05) ( POIROT)

Ustanove:
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek

Poveznice na cjeloviti tekst rada:

doi www.mdpi.com

Citiraj ovu publikaciju:

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 (međunarodna recenzija, članak, znanstveni)
Varga, T., Benšić, T., Barukčić, M. & Jerković Štil, V. (2022) Optimization of Fuzzy Controller for Predictive Current Control of Induction Machine. Electronics (Basel), 11, 1553, 20 doi:10.3390/electronics11101553.
@article{article, author = {Varga, Toni and Ben\v{s}i\'{c}, Tin and Baruk\v{c}i\'{c}, Marinko and Jerkovi\'{c} \v{S}til, Vedrana}, year = {2022}, pages = {20}, DOI = {10.3390/electronics11101553}, chapter = {1553}, keywords = {induction machine, ant colony optimization, predictive current control, fuzzy logic control, Takagi–Sugeno}, journal = {Electronics (Basel)}, doi = {10.3390/electronics11101553}, volume = {11}, issn = {2079-9292}, title = {Optimization of Fuzzy Controller for Predictive Current Control of Induction Machine}, keyword = {induction machine, ant colony optimization, predictive current control, fuzzy logic control, Takagi–Sugeno}, chapternumber = {1553} }
@article{article, author = {Varga, Toni and Ben\v{s}i\'{c}, Tin and Baruk\v{c}i\'{c}, Marinko and Jerkovi\'{c} \v{S}til, Vedrana}, year = {2022}, pages = {20}, DOI = {10.3390/electronics11101553}, chapter = {1553}, keywords = {induction machine, ant colony optimization, predictive current control, fuzzy logic control, Takagi–Sugeno}, journal = {Electronics (Basel)}, doi = {10.3390/electronics11101553}, volume = {11}, issn = {2079-9292}, title = {Optimization of Fuzzy Controller for Predictive Current Control of Induction Machine}, keyword = {induction machine, ant colony optimization, predictive current control, fuzzy logic control, Takagi–Sugeno}, chapternumber = {1553} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • Social Science Citation Index (SSCI)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus


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