Wind speed prediction by a swarm intelligence based deep learning model via signal decomposition and parameter optimization using improved chimp optimization algorithm
Leiming Suo, Peng Tian, Shihao Song, Chu Zhang, Yuhan Wang, Yongyan Fu, Muhammad Shahzad Nazir
Topics & Concepts
Hilbert–Huang transformPartial autocorrelation functionAlgorithmWind speedBuoyParticle swarm optimizationAutocorrelationBenchmark (surveying)EngineeringMathematicsTime seriesStatisticsMarine engineeringAutoregressive integrated moving averageEnergy (signal processing)MeteorologyGeodesyGeographyPhysicsEnergy Load and Power ForecastingWind Energy Research and DevelopmentSolar Radiation and Photovoltaics