• A novel Koopman MPC with fuzzy compensation is proposed for PEM electrolyzer pressure regulation, addressing model mismatch issues.
• The Koopman linear predictor is identified from experimental data, enabling linear MPC design for a nonlinear system.
• The fuzzy compensator effectively mitigates model mismatch, improving control performance.
• Simulation results demonstrate the effectiveness of the proposed method in hydrogen production processes.