A multi-task learning method for multi-energy load forecasting based on synthesis correlation analysis and load participation factor

Author:

Tan Mao,Liao Chengchen,Chen JieORCID,Cao Yijia,Wang Rui,Su Yongxin

Publisher

Elsevier BV

Subject

Management, Monitoring, Policy and Law,Mechanical Engineering,General Energy,Building and Construction

Reference45 articles.

1. Short-term load forecast of integrated energy system based on wavelet packet decomposition and recurrent neural network;Zhu;Electr Power Constr,2020

2. Short-term load forecasting of the integrated energy system considering the peak-valley of load correlations;Ge;IET Gener Transm Distrib,2021

3. Planning and operation method of the regional integrated energy system considering economy and environment;Wang;Energy,2019

4. An attention-based CNN-LSTM-BiLSTM model for short-term electric load forecasting in integrated energy system;Wu;Int Trans Electr Energy Syst,2021

5. Improved deep belief network for short-term load forecasting considering demand-side management;Kong;IEEE Trans Power Syst,2019

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