Heating and Lighting Load Disaggregation Using Frequency Components and Convolutional Bidirectional Long Short-Term Memory Method
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- Huangjie Gong & Rosemary E. Alden & Aron Patrick & Dan M. Ionel, 2022. "Forecast of Community Total Electric Load and HVAC Component Disaggregation through a New LSTM-Based Method," Energies, MDPI, vol. 15(9), pages 1-17, April.
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Keywords
bayesian optimisation; convolutional neural network; deep learning; disaggregation; Fourier series; frequency component; load; long short-term memory neural network; nonintrusive load monitoring; regression;All these keywords.
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