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A time series model based on hybrid-kernel least-squares support vector machine for short-term wind power forecasting

Min Ding, Hao Zhou, Hua Xie, Min Wu, Kang‐Zhi Liu, Yosuke Nakanishi, Ryuichi Yokoyama

2020ISA Transactions88 citationsDOI

Topics & Concepts

Least squares support vector machineSupport vector machineKernel (algebra)Hilbert–Huang transformLeast-squares function approximationAlgorithmSeries (stratigraphy)Time seriesBenchmark (surveying)Relevance vector machineComputer sciencePattern recognition (psychology)Artificial intelligenceMathematicsMachine learningEnergy (signal processing)StatisticsPaleontologyGeographyGeodesyEstimatorCombinatoricsBiologyEnergy Load and Power ForecastingGrey System Theory ApplicationsPower Systems and Renewable Energy
A time series model based on hybrid-kernel least-squares support vector machine for short-term wind power forecasting | Litcius