Large Language Model for Smart Inverter Cyber-Attack Detection via Textual Analysis of Volt/VAR Commands.
IEEE Trans. Smart Grid, November, 2024
Adaptive Deep Reinforcement Learning Algorithm for Distribution System Cyber Attack Defense With High Penetration of DERs.
IEEE Trans. Smart Grid, July, 2024
A Survey of Open-Source Power System Dynamic Simulators with Grid-Forming Inverter for Machine Learning Applications.
CoRR, 2024
Adaptive BESS and Grid Setpoints Optimization: A Model-Free Framework for Efficient Battery Management under Dynamic Tariff Pricing.
CoRR, 2024
Scalable Volt-VAR Optimization using RLlib-IMPALA Framework: A Reinforcement Learning Approach.
CoRR, 2024
Grid-Forming Inverters for Enhancing Stability and Resilience in Distribution Networks Under Transients and Restoration.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2024
Urban-Scale Control of School Bus Fleet Charging and Discharging Strategies Using Single and Multi-Stage Optimization.
Proceedings of the 50th Annual Conference of the IEEE Industrial Electronics Society, 2024
A Novel Approach to Classify Power Quality Signals Using Vision Transformers.
Proceedings of the 50th Annual Conference of the IEEE Industrial Electronics Society, 2024
Cyber-Physical Testbed Integrating RTAC with RTDS for Game-Theoretic Topology Control Under Load Altering Attacks.
CoRR, 2023
Deep Reinforcement Learning for Distribution System Cyber Attack Defense with DERs.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2023