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A novel frequency-domain physics-informed neural network for accurate prediction of 3D spatio-temporal wind fields in wind turbine applications

Shaopeng Li, Xin Li, Yan Jiang, Qingshan Yang, Min‐Der Lin, Liuliu Peng, Jianhan Yu

2025Applied Energy59 citationsDOI

Topics & Concepts

Artificial neural networkTurbineField (mathematics)Frequency domainWind powerDomain (mathematical analysis)Computer scienceMeteorologyEngineeringPhysicsEnvironmental scienceAerospace engineeringMachine learningElectrical engineeringMathematicsMathematical analysisComputer visionPure mathematicsEnergy Load and Power ForecastingWind and Air Flow StudiesWind Energy Research and Development
A novel frequency-domain physics-informed neural network for accurate prediction of 3D spatio-temporal wind fields in wind turbine applications | Litcius