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Mitigation of High-Frequency Components using ANN by Kazi, Kutubuddin Sayyad Liyakat

Mitigation of High-Frequency Components using ANN

by Kutubuddin Sayyad Liyakat Kazi
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Book cover type: Paperback
  • ISBN13: 9786208415204
  • Binding: Paperback
  • Subject: N/A
  • Publisher: LAP Lambert Academic Publishing
  • Publisher Imprint: LAP Lambert Academic Publishing
  • Publication Date:
  • Pages: 80
  • Original Price: GBP 36.0
  • Language: English
  • Edition: N/A
  • Item Weight: 127 grams
  • BISAC Subject(s): Physics / Electricity

In this study, an ANN was used to predict the high-frequency components of the system and to develop a control strategy to mitigate their effects. The results of the study showed that the ANN was able to accurately predict the high-frequency components of the system and that the control strategy was able to effectively mitigate their effects. This study demonstrates the potential of ANNs for mitigating the high-frequency components in a modern distribution system. This work presents a novel approach to mitigating high-frequency components in a modern distribution system using an Artificial Neural Network (ANN). The proposed method utilizes the capability of an ANN to learn the complex relationship between system parameters and high-frequency voltage harmonics. The trained ANN model is then used to predict the high-frequency components and generate control signals to mitigate them.

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