Hybrid machine learning approach in forecasting renewable energy production: Extra trees, catBoost and LightGBM based stacking model
Zeynep Çolak
Topics & Concepts
Renewable energyMachine learningArtificial intelligenceMean absolute percentage errorComputer scienceAlgorithmProduction (economics)Mean squared errorRandom forestEnergy (signal processing)Industrial productionApproximation errorEngineeringLinear regressionExtreme learning machineSupport vector machineData miningPredictive modellingWord error rateRegression analysisHybrid systemEnsemble learningHybrid algorithm (constraint satisfaction)RegressionEnergy Load and Power ForecastingIntegrated Energy Systems OptimizationSolar Radiation and Photovoltaics