Mitigation of High-Frequency Components using ANN

Mitigation of High-Frequency Components using ANN

LAP Lambert Academic Publishing ( 2024-11-27 )

€ 43,90

Buy at the MoreBooks! Shop

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.

Book Details:

ISBN-13:

978-620-8-41520-4

ISBN-10:

6208415209

EAN:

9786208415204

Book language:

English

By (author) :

Kutubuddin Sayyad Liyakat Kazi

Number of pages:

80

Published on:

2024-11-27

Category:

Electricity, magnetism, optics