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A combined short-term wind speed forecasting model based on CNN–RNN and linear regression optimization considering error

Jikai Duan, Mingheng Chang, Xiangyue Chen, Wenpeng Wang, Hongchao Zuo, Yulong Bai, Bolong Chen

2022Renewable Energy124 citationsDOI

Topics & Concepts

Wind speedArtificial neural networkHilbert–Huang transformComputer scienceLinear regressionWind powerRecurrent neural networkData pre-processingMode (computer interface)Time seriesArtificial intelligenceMachine learningEngineeringMeteorologyPhysicsElectrical engineeringFilter (signal processing)Operating systemComputer visionEnergy Load and Power ForecastingElectric Power System OptimizationHigh-Voltage Power Transmission Systems
A combined short-term wind speed forecasting model based on CNN–RNN and linear regression optimization considering error | Litcius