Short-term probabilistic predictions of wind multi-parameter based on one-dimensional convolutional neural network with attention mechanism and multivariate copula distribution estimation
Xinyu Zhao, Mingliang Bai, Xusheng Yang, Jinfu Liu, Daren Yu, Juntao Chang
Topics & Concepts
Copula (linguistics)Wind speedProbabilistic logicWind powerComputer scienceProbabilistic forecastingMathematical optimizationArtificial intelligenceMathematicsEngineeringEconometricsMeteorologyElectrical engineeringPhysicsEnergy Load and Power ForecastingElectric Power System OptimizationPower Systems and Renewable Energy