Forecasting the clearing price in the day-ahead spot market using eXtreme Gradient Boosting
Hang Xie, Shijun Chen, Chunyang Lai, Guangwen Ma, Weibin Huang
Topics & Concepts
InterpretabilityCategorical variableArtificial intelligenceMachine learningComputer scienceMarket clearingElectricity marketBiddingSupport vector machineRandom forestArtificial neural networkGradient boostingEconometricsEmbeddingElectricity price forecastingMathematical optimizationElectricityMathematicsEconomicsEngineeringElectrical engineeringMicroeconomicsEnergy Load and Power ForecastingElectric Power System OptimizationEnergy Efficiency and Management