Fault Detection and Classification in Transmission Lines Connected to Inverter-Based Generators Using Machine Learning

Fault Detection and Classification in Transmission Lines Connected to Inverter-Based Generators Using Machine Learning

Integrating inverter-based generators in power systems introduces several challenges to conventional protection relays. The fault characteristics of these generators depend on the inverters’ control strategy, which matters in the detection and classification of the fault. This paper presents a compr...

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Bibliographic Details
Main Authors: Khalfan Al Kharusi, Abdelsalam El Haffar, Mostefa Mesbah
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Energies
Subjects:
machine learning
fault detection
fault classification
inverter-based generators
power system protection
renewable energy
Online Access:https://www.mdpi.com/1996-1073/15/15/5475

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