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eess.SY2025
F2GAN: A Feature-Feedback Generative Framework for Reliable AI-Based Fault Diagnosis in Inverter-Dominated Microgrids
Swetha Rani Kasimalla, Kuchan Park, Junho Hong +1
Enhancing the reliability of AI based fault diagnosis in inverter dominated microgrids requires diverse and statistically balanced datasets. However, the scarcity and imbalance of…
eess.SY2025
Deep Learning-Enabled System Diagnosis in Microgrids: A Feature-Feedback GAN Approach
Swetha Rani Kasimalla, Kuchan Park, Junho Hong +2
The increasing integration of inverter-based resources (IBRs) and communication networks has brought both modernization and new vulnerabilities to the power system infrastructure.…