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Abschwächung hochfrequenter Komponenten durch ANN by Kutubuddin Sayyad Liyakat Kazi

Abschwächung hochfrequenter Komponenten durch ANN

by Kutubuddin Sayyad Liyakat Kazi
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Book cover type: Paperback
  • ISBN13: 9786208406790
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Verlag Unser Wissen
  • Publisher Imprint: Verlag Unser Wissen
  • Publication Date:
  • Pages: 80
  • Original Price: GBP 36.0
  • Language: German
  • Edition: N/A
  • Item Weight: 127 grams
  • BISAC Subject(s): Physics / Electricity

In dieser Studie wurde ein ANN zur Vorhersage der Hochfrequenzkomponenten des Systems und zur Entwicklung einer Kontrollstrategie zur Abschwächung ihrer Auswirkungen eingesetzt. Die Ergebnisse der Studie zeigten, dass das ANN in der Lage war, die Hochfrequenzkomponenten des Systems genau vorherzusagen und dass die Regelungsstrategie in der Lage war, ihre Auswirkungen wirksam zu mindern. Diese Studie zeigt das Potenzial von ANNs zur Abschwächung der Hochfrequenzkomponenten in einem modernen Verteilungssystem. In dieser Arbeit wird ein neuartiger Ansatz zur Abschwächung hochfrequenter Komponenten in einem modernen Verteilungssystem unter Verwendung eines künstlichen neuronalen Netzes (ANN) vorgestellt. Die vorgeschlagene Methode nutzt die Fähigkeit eines ANN, die komplexe Beziehung zwischen Systemparametern und hochfrequenten Spannungsharmonischen zu erlernen. Das trainierte ANN-Modell wird dann zur Vorhersage der hochfrequenten Komponenten und zur Erzeugung von Steuersignalen zu deren Abschwächung verwendet.

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