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Zastosowanie algorytmu optymalizacji szarego wilka w redukcji i kontroli zamówień

Zastosowanie algorytmu optymalizacji szarego wilka w redukcji i kontroli zamówień

Abhishek Gupta / Chandan Kumar

72,02 €
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Editorial:
KS OmniScriptum Publishing
Año de edición:
2026
Materia
Teoría general del derecho
ISBN:
9786630100198
72,02 €
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Niniejsza praca przedstawia zastosowanie algorytmu Grey Wolf Optimization (GWO) do redukcji rzędu modelu liniowych systemów niezmienniczych w czasie (LTI) i strojenia regulatora PID do sterowania silnikiem prądu stałego. Model zredukowanego rzędu uzyskuje się poprzez minimalizację całkowitego błędu kwadratowego (ISE) między odpowiedziami przejściowymi oryginalnego systemu wysokiego rzędu i systemu zredukowanego. Wyniki pokazują, że metoda oparta na GWO zapewnia lepszą odpowiedź przejściową i niższy ISE w porównaniu z istniejącymi technikami. Dodatkowo, GWO służy do dostrajania parametrów PID przy użyciu wskaźnika wydajności ITAE. Wyniki symulacji pokazują skrócony czas narastania i czas ustalania, a analiza odporności potwierdza stabilne działanie przy zmianach parametrów.

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