Mitigation of High-Frequency Components using ANN

Mitigation of High-Frequency Components using ANN

LAP Lambert Academic Publishing ( 27.11.2024 )

€ 43,90

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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.

Kitap detayları:

ISBN-13:

978-620-8-41520-4

ISBN-10:

6208415209

EAN:

9786208415204

Kitabın dili:

English

Yazar:

Kutubuddin Sayyad Liyakat Kazi

Sayfa sayısı:

80

Yayın tarihi:

27.11.2024

Kategori:

Elektrik, manyetizma, optik