Improving protection reliability of series‐compensated transmission lines by a fault detection method through an ML‐based model

Abstract This article addresses the distance protection challenges associated with the series‐compensated transmission lines and the impact of fault resistance by employing a machine‐learning model. In the proposed model, stacked layers of bidirectional long short‐term memory (Bi‐LSTM) cells are fed...

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Bibliographic Details
Main Authors: Hossein Ebrahimi, Sajjad Golshannavaz, Amin Yazdaninejadi, Edris Pouresmaeil
Format: Article
Language:English
Published: Wiley 2024-11-01
Series:IET Generation, Transmission & Distribution
Subjects:
Online Access:https://doi.org/10.1049/gtd2.13294
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