Seungwan Han

Automatic Operation Algorithm for Stormwater Pumping Stations Based on Heuristic-Guided Reinforcement Learning

Automated operation of urban stormwater pumping stations is a sequential decision-making problem that must prevent detention-basin overflow during intense rainfall while coordinating pump switching, pump use, and dry-running risk. This study proposes a heuristic-guided reinforcem...