Gradient Boosting Feature Selection for Integrated Fault Diagnosis in Series-Compensated Transmission Lines

Gradient Boosting Feature Selection for Integrated Fault Diagnosis in Series-Compensated Transmission Lines

Series-compensated power transmission lines are integral to modern power grids and enhance the system reliability and stability. However, they introduce challenges such as voltage inversion, harmonic distortion, and nonlinear dynamics, complicating fault diagnosis in contemporary power systems. This...

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Bibliographic Details
Main Authors: Rab Nawaz, Abdul Wadood, Khawaja Khalid Mehmood, Syed Basit Ali Bukhari, Hani Albalawi, Aadel Mohammed Alatwi, Muhammad Sajid
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Computational efficiency
feature extraction
fault diagnosis
gradient methods
hyperparameter optimization
noise cancellation
Online Access:https://ieeexplore.ieee.org/document/10960427/
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