Adaptive Machine-Learning-Based Transmission Line Fault Detection and Classification Connected to Inverter-Based Generators

Adaptive Machine-Learning-Based Transmission Line Fault Detection and Classification Connected to Inverter-Based Generators

Adaptive protection schemes have been developed to address the problem of behavior-changing power systems integrated with inverter-based generation (IBG). This paper proposes a machine-learning-based fault detection and classification technique using a setting-group-based adaptation approach. Multig...

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Bibliographic Details
Main Authors: Khalfan Al Kharusi, Abdelsalam El Haffar, Mostefa Mesbah
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Energies
Subjects:
adaptive protection
machine learning
fault detection and classification
inverter-based generators
groups setting
Online Access:https://www.mdpi.com/1996-1073/16/15/5775

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