A novel composite electricity demand forecasting framework by data processing and optimized support vector machine
Ping Jiang, Ranran Li, Ningning Liu, Yuyang Gao
Topics & Concepts
ToolboxElectricityElectricity marketComputer scienceElectric power systemDemand forecastingSupport vector machineProbabilistic forecastingTime seriesElectric power industryMeasure (data warehouse)Nonlinear systemSeries (stratigraphy)DecompositionOperations researchMathematical optimizationIndustrial engineeringPower (physics)Data miningEngineeringMachine learningArtificial intelligenceProbabilistic logicMathematicsProgramming languageQuantum mechanicsEcologyPaleontologyPhysicsElectrical engineeringBiologyEnergy Load and Power ForecastingElectric Power System OptimizationGrey System Theory Applications