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A machine learning-based probabilistic wind speed prediction model with multi-resolution data, quantile regression and bound estimation

Hui Feng, Wenliang Qian, Shujin Laima

2024Engineering Structures25 citationsDOI

Topics & Concepts

Quantile regressionProbabilistic logicMachine learningWind speedQuantileComputer scienceRegressionRegression analysisArtificial intelligenceEstimationStatistical modelPredictive modellingStatisticsMathematicsEngineeringMeteorologyGeographySystems engineeringEnergy Load and Power ForecastingWind and Air Flow StudiesSolar Radiation and Photovoltaics
A machine learning-based probabilistic wind speed prediction model with multi-resolution data, quantile regression and bound estimation | Litcius