Odporny na awarie falownik źródła napięcia do napędu silnika indukcyjnego

Odporny na awarie falownik źródła napięcia do napędu silnika indukcyjnego

TAMISSA Younes

85,53 €
IVA incluido
Disponible
Editorial:
KS OmniScriptum Publishing
Año de edición:
2025
ISBN:
9786208753993
85,53 €
IVA incluido
Disponible

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Sobre IBD

Niniejsza książka bada zastosowanie technik sztucznej inteligencji (AI) do wykrywania, diagnozowania i rekonfiguracji błędów w trójfazowym falowniku napięcia (VSI) zasilającym napęd z silnikiem indukcyjnym. Badanie koncentruje się na poprawie niezawodności i wydajności napędów silników indukcyjnych poprzez usuwanie typowych usterek falownika, takich jak zwarcia i rozwarcia, przy użyciu metod opartych na sztucznej inteligencji, takich jak sztuczne sieci neuronowe (ANN), sterowanie logiką rozmytą (FLC) i konwolucyjne sieci neuronowe (CNN). W badaniach zaproponowano system odporny na uszkodzenia, który integruje inteligentne strategie sterowania, w tym bezpośrednią kontrolę momentu obrotowego (DTC) i bezpośrednią kontrolę momentu obrotowego z modulacją wektora przestrzennego (DTC-SVM), w celu zwiększenia odporności układu napędowego silnika. Proponowane metody zostały zweryfikowane za pomocą symulacji, wykazując wysoką dokładność wykrywania i diagnozowania błędów, a także skuteczną rekonfigurację falownika w celu utrzymania stabilności systemu w warunkach błędu.

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