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eess.SY2024
Spatio-temporal Patterns between ENSO and Weather-related Power Outages in the Continental United States
Long Huo, Xin Chen, Kaiwen Li +2
El Niño-Southern Oscillation (ENSO) exhibits significant impacts on the frequency of extreme weather events and its socio-economic implications prevail on a global scale. However,…
eess.SY2023
Deep-Reinforcement-Learning-Based Adaptive State-Feedback Control for Inter-Area Oscillation Damping with Continuous Eigenvalue Configurations
Siyuan Liang, Long Huo, Wenyu Qin +2
Controlling inter-area oscillation (IAO) across wide areas is crucial for the stability of modern power systems. Recent advances in deep learning, combined with the extensive deplo…
eess.SY2022★ 10 cited
Fast Transient Stability Prediction Using Grid-informed Temporal and Topological Embedding Deep Neural Network
Peiyuan Sun, Long Huo, Siyuan Liang +1
Transient stability prediction is critically essential to the fast online assessment and maintaining the stable operation in power systems. The wide deployment of phasor measuremen…