Generative probabilistic forecasting of wind power: A Denoising-Diffusion-based nonstationary signal modeling approach
Jingxuan Liu, Haixiang Zang, Lilin Cheng, Tao Ding, Zhinong Wei, Guoqiang Sun
Topics & Concepts
Wind power forecastingProbabilistic logicSIGNAL (programming language)Probabilistic forecastingDiffusionComputer scienceGenerative grammarWind powerArtificial intelligenceSignal processingNoise reductionPattern recognition (psychology)Power (physics)Machine learningElectric power systemEngineeringPhysicsTelecommunicationsElectrical engineeringProgramming languageRadarQuantum mechanicsThermodynamicsEnergy Load and Power ForecastingComputational Physics and Python ApplicationsImage and Signal Denoising Methods