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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
Online Full ZVS Optimization for Modular Multi-Active Bridge Converter in MV PET
Haoyu Wang, Junwei Liu, Jialin Zheng +3
Multi-active bridge (MAB) converters, the core of the state-of-the-art medium-voltage power electronic transformers, can flexibly connect multiple DC ports among distributed DC gri…
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…