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An evolutionary deep learning model based on TVFEMD, improved sine cosine algorithm, CNN and BiLSTM for wind speed prediction

Chu Zhang, Huixin Ma, Lei Hua, Wei Sun, Muhammad Shahzad Nazir, Peng Tian

2022Energy153 citationsDOI

Topics & Concepts

Wind speedSineComputer scienceTrigonometric functionsHilbert–Huang transformConvolutional neural networkStability (learning theory)AlgorithmArtificial neural networkFilter (signal processing)Process (computing)Mode (computer interface)Discrete cosine transformArtificial intelligenceMachine learningMathematicsGeometryMeteorologyPhysicsComputer visionImage (mathematics)Operating systemEnergy Load and Power ForecastingMachine Fault Diagnosis TechniquesGrey System Theory Applications
An evolutionary deep learning model based on TVFEMD, improved sine cosine algorithm, CNN and BiLSTM for wind speed prediction | Litcius