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Machine learning enabled reduced-order scenario generation for stochastic analysis of solar power forecasts

S. Bhavsar, R. Pitchumani, Miguel A. Ortega‐Vazquez

2021Applied Energy36 citationsDOIOpen Access PDF

Topics & Concepts

Benchmark (surveying)Cluster analysisProbabilistic logicComputer scienceProbabilistic forecastingParametric statisticsSolar powerSet (abstract data type)Electric power systemPower (physics)Prediction intervalData setCardinality (data modeling)Mathematical optimizationData miningMachine learningArtificial intelligenceMathematicsStatisticsPhysicsGeodesyQuantum mechanicsGeographyProgramming languageEnergy Load and Power ForecastingMeteorological Phenomena and SimulationsSolar Radiation and Photovoltaics
Machine learning enabled reduced-order scenario generation for stochastic analysis of solar power forecasts | Litcius