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Non-intrusive load transient identification based on multivariate LSTM neural network and time series data augmentation

Haiping Wu, Hui Liu

2021Sustainable Energy Grids and Networks31 citationsDOI

Topics & Concepts

Computer scienceMultivariate statisticsArtificial neural networkDynamic time warpingArtificial intelligenceIdentification (biology)Transient (computer programming)Time seriesRecurrent neural networkEfficient energy useData miningMachine learningEnergy consumptionEnergy (signal processing)Pattern recognition (psychology)EngineeringStatisticsOperating systemBotanyBiologyElectrical engineeringMathematicsSmart Grid Energy ManagementEnergy Load and Power ForecastingBuilding Energy and Comfort Optimization
Non-intrusive load transient identification based on multivariate LSTM neural network and time series data augmentation | Litcius