Feature engineering and forecasting via derivative-free optimization and ensemble of sequence-to-sequence networks with applications in renewable energy
Mohammad Pirhooshyaran, Katya Scheinberg, Lawrence Snyder
Topics & Concepts
ResamplingRenewable energyFeature (linguistics)Sequence (biology)Computer scienceFeature engineeringFeature selectionWind powerData miningMachine learningArtificial intelligenceEnsemble learningMathematical optimizationEngineeringDeep learningMathematicsBiologyGeneticsPhilosophyLinguisticsElectrical engineeringEnergy Load and Power ForecastingSolar Radiation and PhotovoltaicsWater-Energy-Food Nexus Studies