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A hybrid wind speed forecasting model with two-stage data processing based on adaptive neuro-fuzzy inference systems and deep learning algorithms

Zhongda Tian, Donglai Wei

2025Earth Science Informatics14 citationsDOI

Topics & Concepts

Adaptive neuro fuzzy inference systemWind speedMean absolute percentage errorComputer scienceAlgorithmArtificial intelligenceMean squared errorExtreme learning machineBenchmark (surveying)HyperparameterFuzzy logicArtificial neural networkFuzzy control systemStatisticsMathematicsMeteorologyGeodesyPhysicsGeographyEnergy Load and Power ForecastingElectric Power System OptimizationSolar Radiation and Photovoltaics
A hybrid wind speed forecasting model with two-stage data processing based on adaptive neuro-fuzzy inference systems and deep learning algorithms | Litcius