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Ensemble forecasting system for short-term wind speed forecasting based on optimal sub-model selection and multi-objective version of mayfly optimization algorithm

Zhenkun Liu, Ping Jiang, Jianzhou Wang, Lifang Zhang

2021Expert Systems with Applications159 citationsDOI

Topics & Concepts

Computer scienceWind speedWind powerWind power forecastingRenewable energyTime seriesSelection (genetic algorithm)Series (stratigraphy)MayflyTerm (time)Probabilistic forecastingMathematical optimizationDecompositionEnsemble forecastingElectric power systemData miningMeteorologyArtificial intelligencePower (physics)Machine learningMathematicsEngineeringBiologyPaleontologyElectrical engineeringBotanyQuantum mechanicsNymphPhysicsProbabilistic logicEcologyEnergy Load and Power ForecastingSolar Radiation and PhotovoltaicsElectric Power System Optimization
Ensemble forecasting system for short-term wind speed forecasting based on optimal sub-model selection and multi-objective version of mayfly optimization algorithm | Litcius