Dimension reduction for NILM classification based on principle component analysis
Ram Machlev, Dmitri Tolkachov, Yoash Levron, Yuval Beck
Topics & Concepts
Principal component analysisDimensionality reductionDimension (graph theory)Computer scienceProcess (computing)Data miningPower (physics)Component (thermodynamics)Reduction (mathematics)Power consumptionArtificial intelligencePattern recognition (psychology)MathematicsGeometryQuantum mechanicsPure mathematicsOperating systemThermodynamicsPhysicsSmart Grid Energy ManagementEnergy Load and Power ForecastingBuilding Energy and Comfort Optimization