Application of machine learning techniques to support decision making under uncertainty in water resource management

A toolset of approaches is evolving to enable UK water companies to undertake more complex decision making, and key elements include emulation modelling to complement computationally more expensive process models, machine learning techniques for groundwater assessment and to optimise reservoir control curves considering multiple objectives.