A novel probabilistic wind power forecasting framework integrating similar curve matching mechanism and an enhanced conditional diffusion model
Yuan Gao, Sile Hu, Yahui Chen, Muhammad Farhan Khan, Xiaolei Cheng, Jiaqiang Yang
Topics & Concepts
Wind power forecastingWind powerProbabilistic logicComputer scienceProbabilistic forecastingCluster analysisMatching (statistics)Data miningAutoencoderElectric power systemKernel density estimationGridWind speedStatistical modelNumerical weather predictionKey (lock)Kernel (algebra)Conditional probabilityPower (physics)Machine learningRenewable energyKalman filterDynamic time warpingArtificial intelligenceData modelingJump diffusionAutoregressive modelEnergy Load and Power ForecastingIntegrated Energy Systems OptimizationElectric Power System Optimization