Reinforcement learning-based real-time control of coastal urban stormwater systems to mitigate flooding and improve water quality
Benjamin D. Bowes, Cheng Wang, Mehmet B. Ercan, Teresa B. Culver, Peter A. Beling, Jonathan L. Goodall
Abstract
Reinforcement learning agents can learn real-time stormwater system control strategies that balance the competing goals of flood mitigation and sediment capture in urban watersheds.
Topics & Concepts
StormwaterFlooding (psychology)Environmental scienceWater qualityReinforcementWater resource managementEnvironmental engineeringEnvironmental planningHydrology (agriculture)Surface runoffEngineeringGeotechnical engineeringEcologyPsychotherapistPsychologyStructural engineeringBiologyFlood Risk Assessment and ManagementUrban Stormwater Management SolutionsHydrology and Watershed Management Studies