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eess.SY2024
Data-driven Modeling of Linearizable Power Flow for Large-scale Grid Topology Optimization
Young-ho Cho, Hao Zhu
Effective power flow (PF) modeling critically affects the solution accuracy and computational complexity of large-scale grid optimization problems. Especially for grid optimization…
eess.SY2024★ 1 cited
Should we use model-free or model-based control? A case study of battery management systems
Mohamad Fares El Hajj Chehade, Young-ho Cho, Sandeep Chinchali +1
Reinforcement learning (RL) and model predictive control (MPC) each offer distinct advantages and limitations when applied to control problems in power and energy systems. Despite…