Application of hybrid model based on empirical mode decomposition, novel recurrent neural networks and the ARIMA to wind speed prediction
Ming-De Liu, Lin Ding, Yulong Bai
Topics & Concepts
Wind speedHilbert–Huang transformAutoregressive integrated moving averageWind powerRecurrent neural networkArtificial neural networkComputer scienceResidualAutoregressive modelEntropy (arrow of time)Moving-average modelTime seriesRandomnessMoving averageAlgorithmControl theory (sociology)EngineeringArtificial intelligenceMathematicsMeteorologyMachine learningStatisticsTelecommunicationsQuantum mechanicsComputer visionElectrical engineeringPhysicsControl (management)White noiseEnergy Load and Power ForecastingWind Energy Research and DevelopmentWind Turbine Control Systems