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eess.SY2025
DT-MPC: Synthesizing Derivation-Free Model Predictive Control from Power Converter Netlists via Physics-Informed Neural Digital Twins
Jialin Zheng, Haoyu Wang, Yangbin Zeng +6
Model Predictive Control (MPC) is a powerful control strategy for power electronics, but it highly relies on manually-derived and topology-specific analytical models, which is labo…
eess.SY2025
Neural Substitute Solver for Efficient Edge Inference of Power Electronic Hybrid Dynamics
Jialin Zheng, Haoyu Wang, Yangbin Zeng +5
Advancing the dynamics inference of power electronic systems (PES) to the real-time edge-side holds transform-ative potential for testing, control, and monitoring. How-ever, effici…