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An Online Data-Driven Method to Locate Forced Oscillation Sources from Power Plants Based on Sparse Identification of Nonlinear Dynamics (SINDy)
Forced oscillations may jeopardize the secure operation of power systems.
An Online Data-Driven Method for Microgrid Secondary Voltage and Frequency Control with Ensemble Koopman Modeling
Low inertia, nonlinearity and a high level of uncertainty (varying topologies and operating conditions) pose challenges to microgrid (MG) systemwide operation.
Data-driven Model Predictive and Reinforcement Learning Based Control for Building Energy Management: a Survey
Building energy management is one of the core problems in modern power grids to reduce energy consumption while ensuring occupants' comfort.
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