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Lihong Gao

Tianjin University of Commerce

P.O. box 9007

Tianjin 300072

United States

  • Tianjin University of Commerce

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A Novel Residential Electricity Load Prediction Algorithm Based on Hybrid Seasonal Decomposition and Deep Learning Models

Number of pages: 14 Posted: 20 Dec 2024
Shan Gao, Xinran Zhang, Lihong Gao, Yancong Zhou and Tianyi Wu
Tianjin University of Commerce, Tianjin University of Commerce, Tianjin University of Commerce, Tianjin University of Commerce and Hebei University of Technology
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Abstract:

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electricity consumption prediction, deep learning, convolutional neural network, LSTM, attention mechanism