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Author

Sarah Abdul Sattar Mahdi

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#reinforcement learning Open access Oct 2026

Unified Reinforcement-learning-assisted PI Gain Adaptation for CC-CV Control of an SPS-modulated Dual-active-bridge EV Fast Charger

This paper proposes a unified reinforcement-learning-assisted PI controller for CC-CV charging of an SPS dual-active-bridge converter.A DDPG agent acts as a supervisory layer that adapts bounded current-and voltage-loop PI gains while preserving deterministic mode logic, anti-windup, phase saturation, and pulse generat...

Sarah Abdul Sattar Mahdi, Mohammed Kh. Al-Nussairi · 0 citations
#reinforcement learning Open access Sep 2026

Reproducibility Archive for Unified RL-Assisted PI Gain Adaptation in CC-CV Control of an SPS-DAB EV Fast Charger

This reproducibility archive contains the MATLAB/Simulink models, five frozen DDPG agents, training and evaluation scripts, harmonized PI versus RL-assisted PI comparisons, deterministic and randomized robustness studies, computational-burden and multirate analyses, numerical-convergence studies, cycle-averaged local-s...

Sarah Abdul Sattar Mahdi, Mohammed Kh. AL-NUSSAIRI · 0 citations
#reinforcement learning Open access Sep 2026

Reproducibility Archive for Unified RL-Assisted PI Gain Adaptation in CC-CV Control of an SPS-DAB EV Fast Charger

This reproducibility archive contains the MATLAB/Simulink models, five frozen DDPG agents, training and evaluation scripts, harmonized PI versus RL-assisted PI comparisons, deterministic and randomized robustness studies, computational-burden and multirate analyses, numerical-convergence studies, cycle-averaged local-s...

Sarah Abdul Sattar Mahdi, Mohammed Kh. AL-NUSSAIRI · 0 citations

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