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Generating realistic load profiles in smart grids: An approach based on nonlinear independent component estimation (NICE) and convolutional layers

Walquíria N. Silva, Luís H.T. Bandória, Bruno H. Dias, Madson C. de Almeida, Leonardo Willer de Oliveira

2023Applied Energy23 citationsDOI

Topics & Concepts

Computer scienceSmart gridGridComponent (thermodynamics)Nonlinear systemGenerative modelData miningArtificial intelligenceGenerative grammarEngineeringMathematicsElectrical engineeringQuantum mechanicsGeometryPhysicsThermodynamicsSmart Grid Energy ManagementEnergy Load and Power ForecastingElectric Power System Optimization
Generating realistic load profiles in smart grids: An approach based on nonlinear independent component estimation (NICE) and convolutional layers | Litcius