Scenario-Based Approaches to Flood Control Operations Support
Publication: Watershed Management and Operations Management 2000
Abstract
Flood control reservoir operations typically involve forecasts of reservoir inflows and uncontrolled tributary flows at points downstream of the dam. Since such forecasts often are accompanied by appreciable uncertainty, operators may be interested in the results of scenario, or "what if," analysis when reservoir operating rules allow for some discretion. One approach to scenario analysis is to determine an optimal release schedule for each flow scenario considered. While intuitively appealing, this approach may do little to help the operator select the particular schedule that must be implemented. A better approach is to determine a release schedule that optimally hedges against the identified contingencies. To this end, a two-stage decision model of the flood control operating problem is developed. It is assumed that flow data for the first stage are known with certainty, corresponding to a short-term forecast, while data for the second stage comprise the scenarios of interest, corresponding to probabilistic forecasts for periods further in the future. Scenario generation, objective function formulation, and computational issues are discussed.
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© 2000 American Society of Civil Engineering.
History
Published online: Apr 26, 2012
ASCE Technical Topics:
- Business management
- Continuum mechanics
- Dams
- Decision making
- Decision support systems
- Dynamics (solid mechanics)
- Engineering fundamentals
- Engineering mechanics
- Floods
- Forecasting
- Geotechnical engineering
- Hydraulic engineering
- Hydraulic structures
- Inflow
- Mathematics
- Motion (dynamics)
- Practice and Profession
- Probability
- Reservoirs
- River engineering
- Rivers and streams
- Solid mechanics
- Statistics
- Uncertainty principles
- Water and water resources
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