4 papers · 1 filter
Integrating AI and Simulation for Teaching Power System Dynamics: An Interactive Framework for Engineering Education
Osasumwen Cedric Ogiesoba-Eguakun, Phani Kumar Inkollu, Rupesh Sah +3
Artificial Intelligence (AI), especially cloud platforms and large language models (LLMs), is changing how engineering is taught by making learning more interactive and flexible. H…
Real-Time Surrogate Modeling for Fast Transient Prediction in Inverter-Based Microgrids Using CNN and LightGBM
Osasumwen Cedric Ogiesoba-Eguakun, Kaveh Ashenayi, Suman Rath
Real-time monitoring of inverter-based microgrids is essential for stability, fault response, and operational decision-making. However, electromagnetic transient (EMT) simulations,…
High-Fidelity Digital Twin Dataset Generation for Inverter-Based Microgrids Under Multi-Scenario Disturbances
Osasumwen Cedric Ogiesoba-Eguakun, Kaveh Ashenayi, Suman Rath
Public power-system datasets often lack electromagnetic transient (EMT) waveforms, inverter control dynamics, and diverse disturbance coverage, which limits their usefulness for tr…
Cyberattack Detection in Virtualized Microgrids Using LightGBM and Knowledge-Distilled Classifiers
Osasumwen Cedric Ogiesoba-Eguakun, Suman Rath
Modern microgrids depend on distributed sensing and communication interfaces, making them increasingly vulnerable to cyber physical disturbances that threaten operational continuit…