Fuzzy-based PSO algorithm for transmission line Losses minimization with UPFC

• Autorzy: Hussein Shaimaa A. , Mahmood Dhari Y. , Numan Ali H.

Identyfikatory

DOI

10.15199/48.2023.05.25

Warianty tytułu

PL

Rozmyty algorytm PSO dla linii przesyłowej Minimalizacja strat z UPFC

• Języki publikacji: EN

Abstrakty

EN

In this paper, one of the essential types of flexible alternating current transmission systems (FACTS), the Unified Power Flow Controller(UPFC), was used to reduce the losses in transmission lines. A particle swarm optimization (PSO)-based modified fuzzy logic (FL)controller with UPFC was proposed to obtain the optimal location of UPFC and optimum parameters of the normalized fuzzy controller to achieve the objective function of the research and compare the results with the PI-controller. The Newton-Raphson method was employed to perform load flow analysis by MATLAB code/M-file. The proposed method was tested in the IEEE-14bus system, and the results showed that the PSO-FL minimized losses better than PSO-PI.

PL

W artykule wykorzystano jeden z podstawowych typów elastycznych systemów przesyłowych prądu przemiennego (FACTS), czyli Unified Power Flow Controller (UPFC), w celu zmniejszenia strat w liniach przesyłowych. W celu uzyskania optymalnej lokalizacji UPFC i optymalnych parametrów znormalizowanego kontrolera rozmytego w celu osiągnięcia celu badań i porównania wyników z PI zaproponowano zmodyfikowany sterownik z logiką rozmytą (FL) oparty na optymalizacji roju cząstek (PSO) z UPFC. -kontroler. Do wykonania analizy przepływu obciążenia za pomocą kodu MATLAB/pliku M zastosowano metodę Newtona-Raphsona. Zaproponowana metoda została przetestowana w systemie IEEE-14bus, a wyniki wykazały, że PSO-FL minimalizuje straty lepiej niż PSO-PI.

Słowa kluczowe

EN

UPFC; PSO; FL controller; loss minimization

PL

UPFC; PSO; kontroler FL; minimalizacja strat

• Wydawca: Wydawnictwo SIGMA-NOT
• Czasopismo: Przegląd Elektrotechniczny
• Rocznik: 2023
• Tom: R. 99, nr 5
• Strony: 139--144
• Opis fizyczny: Bibliogr. 26 poz., rys., tab.

Twórcy

autor

Hussein Shaimaa A.

• University of Technology / Baghdad / Iraq / mailbox 19006

• https://orcid.org/0000-0001-6921-3862

autor

Mahmood Dhari Y.

• University of Technology / Baghdad / Iraq / mailbox 19006

• https://orcid.org/0000-0003-3551-8216

autor

Numan Ali H.

• University of Technology / Baghdad / Iraq / mailbox 19006

• https://orcid.org/0000-0003-2933-4015

Bibliografia

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Uwagi

Opracowanie rekordu ze środków MNiSW, umowa nr SONP/SP/546092/2022 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2024).