Evaluating the use of Shapelets in Traveling Wave based Fault Detection and Classification in Distribution Systems

The application of traveling wave (TW) principles for fault detection in distribution systems is challenging because of multiple reflections from the laterals and other lumped elements, particularly when we consider communication-free applications. In [1], we proposed the use of Shapelets to charact...

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Veröffentlicht in:	IEEE transactions on industry applications 2024-03, Vol.60 (2), p.1-11
Hauptverfasser:	Pati, Shubhasmita, Biswal, Milan, Ranade, Satish J., Lavrova, Olga, Reno, Mathew J.
Format:	Artikel
Sprache:	eng
Schlagworte:	Clutter Current transformers Distribution Systems Fault Classification Fault detection Feature extraction Lattices Machine learning Physical properties Relays Shapelets Traveling Waves Voltage measurement Waveforms
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