A review of machine learning applications in power system protection and emergency control: opportunities, challenges, and future directions

G Porawagamage, K Dharmapala, JS Chaves… - Frontiers in Smart …, 2024 - frontiersin.org
Modern power systems, characterized by complex interconnected networks and renewable
energy sources, necessitate innovative approaches for protection and control. Traditional …

A New Application of Machine Learning Based Methods for Disk Space Variation Fault Diagnosis in Transformer Windings

R Behkam, A Lotfi… - 2023 13th International …, 2023 - ieeexplore.ieee.org
Frequency response analysis (FRA) is a highly effective methodology for discerning
mechanical anomalies within the windings of power transformers. In this research, disk …