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Short-term offshore wind speed forecast by seasonal ARIMA - A comparison against GRU and LSTM

Xiaolei Liu, Zi Lin, Zi‐Ming Feng

2021Energy433 citationsDOI

Topics & Concepts

Offshore wind powerAutoregressive integrated moving averageSubmarine pipelineWind speedWind powerTurbineMeteorologyTime seriesTerm (time)GridWind power forecastingComputer scienceEnvironmental scienceMarine engineeringPower (physics)EngineeringElectric power systemMachine learningGeographyMechanical engineeringPhysicsGeotechnical engineeringQuantum mechanicsGeodesyElectrical engineeringEnergy Load and Power ForecastingWind Energy Research and DevelopmentSolar Radiation and Photovoltaics
Short-term offshore wind speed forecast by seasonal ARIMA - A comparison against GRU and LSTM | Litcius