A feedforward neural network distilled from beam-search FCS-MPC maintains voltage regulation and flying-capacitor balance in FC-TLBCs under parameter variations and transfers to an NPC buck converter with improved sample efficiency.
A stabilizing model predictive controller for voltage regulation of a dc/dc boost converter,
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Robust Neural Policy Distillation of Long-Horizon FCS-MPC for Flying-Capacitor Three-Level Boost Converters
A feedforward neural network distilled from beam-search FCS-MPC maintains voltage regulation and flying-capacitor balance in FC-TLBCs under parameter variations and transfers to an NPC buck converter with improved sample efficiency.