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Integrated Design of Dam Size and Operations via Reinforcement Learning
Publisher: ASCE
Abstract: In the water systems analysis literature and practice, planning (i.e., dam sizing) and management (i.e., operation design) have been for long time addressed as two weakly interconnected problems, and this often ...
Valuing the Codesign of Streamflow Forecast and Reservoir Operation Models
Publisher: ASCE
Abstract: Seasonal streamflow forecasts are becoming widely used to improve water reservoir operations, especially in areas where climate teleconnections enable predictability on medium and long lead times. Most existing studies ...
Multiagent Systems and Distributed Constraint Reasoning for Regulatory Mechanism Design in Water Management
Publisher: American Society of Civil Engineers
Abstract: Many water resources systems include multiple, independent, and distributed decision makers representing different and conflicting interests. In much of the water resources literature, the operation of these systems is ...
Curses, Tradeoffs, and Scalable Management: Advancing Evolutionary Multiobjective Direct Policy Search to Improve Water Reservoir Operations
Publisher: American Society of Civil Engineers
Abstract: Optimal management policies for water reservoir operation are generally designed via stochastic dynamic programming (SDP). Yet, the adoption of SDP in complex real-world problems is challenged by the three curses of ...
Curses, Tradeoffs, and Scalable Management: Advancing Evolutionary Multiobjective Direct Policy Search to Improve Water Reservoir Operations
Publisher: American Society of Civil Engineers
Abstract: Optimal management policies for water reservoir operation are generally designed via stochastic dynamic programming (SDP). Yet, the adoption of SDP in complex real-world problems is challenged by the three curses of ...
Planning the Optimal Operation of a Multioutlet Water Reservoir with Water Quality and Quantity Targets
Publisher: American Society of Civil Engineers
Abstract: The integration of quality and quantity issues in the management of water resources systems is key to meet society’s long-term needs for freshwater while maintaining essential ecological services and economic benefits. ...