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The use of PAR(p) model in the stochastic dual dynamic programming optimization scheme used in the operation planning of the Brazilian hydropower system
33
Citations
3
References
2004
Year
Mathematical ProgrammingForecasting MethodologyEngineeringOperations ResearchSeptember 2000Energy OptimizationSystems EngineeringIntelligent OptimizationDemand ForecastingEnergy ForecastingPower System OptimizationForecastingOperation PlanningEnergy PredictionSpot PriceSmart GridEnergy ManagementCivil EngineeringEnergy PolicyDynamic ProgrammingDifferent Inflow ForecastsProduction ForecastingBrazilian Hydropower SystemDynamic Optimization
In September 2000, the Brazilian system dispatch and spot prices were calculated twice, using different inflow forecasts for that month, as in the last five days of August the inflows to the reservoirs in South and Southeast region change 200%. The first run used a smaller forecasted energy inflow, and the second a higher energy inflow. Contrary to expectations, the spot price in the second run, with the higher energy inflow, was higher than the one found in the first run. This paper describes the problem, presents the special features of PAR(p) model that allow the described behavior and shows the solution taken to avoid the problem.
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