Real-time intelligent regulation of gate-pump groups in open channels of water transfer projects under water diversion disturbances during the icing period

March 1, 2026Journal of Hydraulic Engineering

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Key Points

The research aims to develop an intelligent scheduling model for gate-pump groups in open channels, specifically addressing challenges during the icing period.
Conducted hydraulic simulations of gate-pump responses to step disturbances in water transfer projects.
Utilized deep reinforcement learning to create a real-time scheduling model capable of managing nonlinear, high-dimensional scenarios.
Tested the model's robustness under varying operational conditions.
Achieved a significant elevation in water levels while ensuring operational safety and minimizing gate adjustments.
Identified safety thresholds for disturbance during the icing period, enhancing control strategies.

Demonstrates effective real-time scheduling of gate-pump systems in water transfer projects, indicating enhanced safety under icing disturbances.

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GAN et al. (2026) studied this question.

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