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New ridge regression, artificial neural networks and support vector machine for wind speed prediction

Yun Zheng, Yisu Ge, Sami Muhsen, Shifeng Wang, Dalia H. Elkamchouchi, Elimam Ali, H. Elhosiny Ali

2023Advances in Engineering Software100 citationsDOI

Topics & Concepts

Mean squared errorSupport vector machineWind speedArtificial neural networkRegressionFeature selectionRidgeWind powerRegression analysisPredictive modellingMachine learningComputer scienceArtificial intelligenceMeteorologyStatisticsEngineeringMathematicsGeographyCartographyElectrical engineeringEnergy Load and Power ForecastingWind Energy Research and DevelopmentWind and Air Flow Studies
New ridge regression, artificial neural networks and support vector machine for wind speed prediction | Litcius