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math.NA2025
A model-free method for discovering symmetry in differential equations
Max Kreider, John Harlim, Daning Huang
Symmetry in differential equations reveals invariances and offers a powerful means to reduce model complexity. Lie group analysis characterizes these symmetries through infinitesim…
eess.SY2025
Efficient MPC-Based Energy Management System for Secure and Cost-Effective Microgrid Operations
Hanyang He, John Harlim, Daning Huang +1
Model predictive control (MPC)-based energy management systems (EMS) are essential for ensuring optimal, secure, and stable operation in microgrids with high penetrations of distri…