Machine learning algorithms (specialized in neural networks) for fault identification in smart grids

• Main Author: Ριζεάκος, Βασίλειος
• Other Authors: Rizeakos, Vasileios
• Language: English
• Published: 2021
• Subjects: Smart grids; Fault diagnosis; Neural networks; Distribution grids; Έξυπνα δίκτυα; Διάγνωση σφάλματος; Νευρωνικά δίκτυα; Δίκτυα διανομής

The transition from obsolete Distribution Grids with centralized generation factories to a modern smart grid with an increasing Distributed Generation penetration has made DSOs desire a reliable grid protection system. Therefore, research of Distribution Grid surveillance algorithms has been motivat...