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Shanhui Liu

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#reinforcement learning Open access Sep 2026

A Reinforcement-Learning-Based Fuzzy PID Control Strategy for the Unwinding Tension System of a Lithium-Ion Battery Coating Machine

Stable tension is critical for the coating quality of lithium-ion battery electrodes. As the origin of tension control, the unwinding system’s control accuracy governs the stability of downstream processes and the final yield. To achieve the required precision, we propose a control strategy that combines reinforcement...

Jian Li, Jun Yuan, Shaoyang Wu et al. · 0 citations

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