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A novel CNN-LSTM-based forecasting model for household electricity load by merging mode decomposition, self-attention and autoencoder

Chun Li, Jiarong Shi

2025Energy24 citationsDOI

Topics & Concepts

AutoencoderMode (computer interface)DecompositionArtificial intelligenceElectricityComputer sciencePattern recognition (psychology)Machine learningEngineeringDeep learningElectrical engineeringChemistryOperating systemOrganic chemistryEnergy Load and Power ForecastingSmart Grid Energy ManagementSolar Radiation and Photovoltaics
A novel CNN-LSTM-based forecasting model for household electricity load by merging mode decomposition, self-attention and autoencoder | Litcius