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A combined forecasting system based on statistical method, artificial neural networks, and deep learning methods for short-term wind speed forecasting

Ping Jiang, Zhenkun Liu, Xinsong Niu, Lifang Zhang

2020Energy235 citationsDOI

Topics & Concepts

Wind speedBenchmark (surveying)Artificial neural networkWind power forecastingProbabilistic forecastingWind powerComputer sciencePrediction intervalElectric power systemInterval (graph theory)Electricity price forecastingTerm (time)Scheduling (production processes)Time seriesElectricityMathematical optimizationArtificial intelligenceMachine learningMeteorologyEngineeringElectricity marketPower (physics)MathematicsCombinatoricsGeographyPhysicsProbabilistic logicQuantum mechanicsElectrical engineeringGeodesyEnergy Load and Power ForecastingElectric Power System OptimizationSolar Radiation and Photovoltaics
A combined forecasting system based on statistical method, artificial neural networks, and deep learning methods for short-term wind speed forecasting | Litcius