Machine learning-based surrogate model assisting stochastic model predictive control of urban drainage systems
Xinran Luo, Pan Liu, Qian Xia, Qian Cheng, Weibo Liu, Yiyi Mai, Chutian Zhou, Yalian Zheng, Dianchang Wang
Topics & Concepts
InflowStormwaterModel predictive controlComputer scienceDrainageResilience (materials science)Reduction (mathematics)FidelitySurrogate modelCombined sewerControl (management)Mathematical optimizationSurface runoffMachine learningArtificial intelligenceMathematicsMeteorologyThermodynamicsTelecommunicationsPhysicsGeometryBiologyEcologyUrban Stormwater Management SolutionsFlood Risk Assessment and ManagementHydrology and Watershed Management Studies