Scientific reports
State estimator and convolutional neural networks-based fault localization approach for modern grids.
Jameel Ahmed Bhutto, Sohaib Tahir Chauhdary, Saad Arif, Akbar Niaz, Khaled Alnamasi, Syed Quadir Moinuddin, Shrooq Alsenan, Muhammad Attique Khan
Published: 202610.1038/s41598-025-33975-8
Abstract
Direct current distribution networks get more attention due to the high penetration of renewable energy-based distributed generation. However, these networks face protection challenges like detecting, classifying, and localizing faults. This manuscri…
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