An ultra-short-term wind power prediction method based on spatial-temporal attention graph convolutional model DOI
Yunlong Lv,

Qin Hu,

Hang Xu

et al.

Energy, Journal Year: 2024, Volume and Issue: 293, P. 130751 - 130751

Published: Feb. 19, 2024

Language: Английский

Short-term power load forecasting for combined heat and power using CNN-LSTM enhanced by attention mechanism DOI
Anping Wan, Qing Chang, Khalil AL-Bukhaiti

et al.

Energy, Journal Year: 2023, Volume and Issue: 282, P. 128274 - 128274

Published: June 30, 2023

Language: Английский

Citations

162
A dual-scale deep learning model based on ELM-BiLSTM and improved reptile search algorithm for wind power prediction DOI

Jinlin Xiong,

Peng Tian,

Zihan Tao

et al.

Energy, Journal Year: 2022, Volume and Issue: 266, P. 126419 - 126419

Published: Dec. 13, 2022

Language: Английский

Citations

151
Wavelet-Seq2Seq-LSTM with attention for time series forecasting of level of dams in hydroelectric power plants DOI
Stéfano Frizzo Stefenon, Laio Oriel Seman,

Luiza Scapinello Aquino

et al.

Energy, Journal Year: 2023, Volume and Issue: 274, P. 127350 - 127350

Published: March 30, 2023

Language: Английский

Citations

66
A dual-optimization wind speed forecasting model based on deep learning and improved dung beetle optimization algorithm DOI
Yanhui Li, Kaixuan Sun, Qi Yao

et al.

Energy, Journal Year: 2023, Volume and Issue: 286, P. 129604 - 129604

Published: Nov. 7, 2023

Language: Английский

Citations

66
A review of the applications of artificial intelligence in renewable energy systems: An approach-based study DOI
Mersad Shoaei, Younes Noorollahi, Ahmad Hajinezhad

et al.

Energy Conversion and Management, Journal Year: 2024, Volume and Issue: 306, P. 118207 - 118207

Published: March 16, 2024

Language: Английский

Citations

48
A hybrid deep learning model based on parallel architecture TCN-LSTM with Savitzky-Golay filter for wind power prediction DOI
Shujun Liu, Tong Xu, Xiaoze Du

et al.

Energy Conversion and Management, Journal Year: 2024, Volume and Issue: 302, P. 118122 - 118122

Published: Jan. 25, 2024

Language: Английский

Citations

32
Joint forecasting of source-load-price for integrated energy system based on multi-task learning and hybrid attention mechanism DOI
Ke Li, Yuchen Mu, Fan Yang

et al.

Applied Energy, Journal Year: 2024, Volume and Issue: 360, P. 122821 - 122821

Published: Feb. 13, 2024

Language: Английский

Citations

19
State of health estimation for lithium-ion batteries based on hybrid attention and deep learning DOI
Hongqian Zhao, Zheng Chen, Xing Shu

et al.

Reliability Engineering & System Safety, Journal Year: 2022, Volume and Issue: 232, P. 109066 - 109066

Published: Dec. 27, 2022

Language: Английский

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68
A hybrid photovoltaic/wind power prediction model based on Time2Vec, WDCNN and BiLSTM DOI
Donghan Geng, Bo Wang, Qi Gao

et al.

Energy Conversion and Management, Journal Year: 2023, Volume and Issue: 291, P. 117342 - 117342

Published: July 1, 2023

Language: Английский

Citations

39
Spatiotemporal wind power forecasting approach based on multi-factor extraction method and an indirect strategy DOI
Shaolong Sun,

Zongjuan Du,

Kun Jin

et al.

Applied Energy, Journal Year: 2023, Volume and Issue: 350, P. 121749 - 121749

Published: Aug. 18, 2023

Language: Английский

Citations

34