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WindFix: Harnessing the power of self-supervised learning for versatile imputation of offshore wind speed time series

Yaoran Chen, Candong Cai, Leilei Cao, Dan Zhang, Limin Kuang, Yan Peng, Huayan Pu, Chuhan Wu, Dai Zhou, Yong Cao

2023Energy18 citationsDOI

Topics & Concepts

Computer scienceOffshore wind powerImputation (statistics)Wind speedMissing dataWind powerTime seriesData miningMachine learningArtificial intelligenceMeteorologyEngineeringGeographyElectrical engineeringEnergy Load and Power ForecastingHydrological Forecasting Using AIWind Energy Research and Development
WindFix: Harnessing the power of self-supervised learning for versatile imputation of offshore wind speed time series | Litcius