Price forecasting in the Ontario electricity market via TriConvGRU hybrid model: Univariate vs. multivariate frameworks DOI
Behdad Ehsani, Pierre‐Olivier Pineau, Laurent Charlin

et al.

Applied Energy, Journal Year: 2024, Volume and Issue: 359, P. 122649 - 122649

Published: Jan. 22, 2024

Language: Английский

Mid-term electricity demand forecasting using improved variational mode decomposition and extreme learning machine optimized by sparrow search algorithm DOI
Tian Gao, Dongxiao Niu, Zhengsen Ji

et al.

Energy, Journal Year: 2022, Volume and Issue: 261, P. 125328 - 125328

Published: Sept. 3, 2022

Language: Английский

Citations

43
Short-term electricity price forecasting based on similarity day screening, two-layer decomposition technique and Bi-LSTM neural network DOI
Keke Wang, Min Yu, Dongxiao Niu

et al.

Applied Soft Computing, Journal Year: 2023, Volume and Issue: 136, P. 110018 - 110018

Published: Jan. 13, 2023

Language: Английский

Citations

39
An online-learning-enabled self-attention-based model for ultra-short-term wind power forecasting DOI
Xiaoran Dai, Shuai Liu, Wenshan Hu

et al.

Energy, Journal Year: 2023, Volume and Issue: 272, P. 127173 - 127173

Published: March 10, 2023

Language: Английский

Citations

39
Multistep short-term wind power forecasting model based on secondary decomposition, the kernel principal component analysis, an enhanced arithmetic optimization algorithm, and error correction DOI
Guolian Hou, Junjie Wang, Yuzhen Fan

et al.

Energy, Journal Year: 2023, Volume and Issue: 286, P. 129640 - 129640

Published: Nov. 13, 2023

Language: Английский

Citations

37
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
A novel wind power prediction model improved with feature enhancement and autoregressive error compensation DOI

Jianing Wang,

Hongqiu Zhu, Fei Cheng

et al.

Journal of Cleaner Production, Journal Year: 2023, Volume and Issue: 420, P. 138386 - 138386

Published: Aug. 7, 2023

Language: Английский

Citations

27
Novel optimization approach for realized volatility forecast of stock price index based on deep reinforcement learning model DOI Open Access
Yuanyuan Yu, Yu Lin,

Xianping Hou

et al.

Expert Systems with Applications, Journal Year: 2023, Volume and Issue: 233, P. 120880 - 120880

Published: June 22, 2023

Language: Английский

Citations

26
Wind power forecasting: A hybrid forecasting model and multi-task learning-based framework DOI
Yugui Tang, Kuo Yang, Shujing Zhang

et al.

Energy, Journal Year: 2023, Volume and Issue: 278, P. 127864 - 127864

Published: May 19, 2023

Language: Английский

Citations

25
Energy management and performance analysis of an off-grid integrated hydrogen energy utilization system DOI Open Access

Banghua Du,

Shihao Zhu, Wenchao Zhu

et al.

Energy Conversion and Management, Journal Year: 2023, Volume and Issue: 299, P. 117871 - 117871

Published: Nov. 16, 2023

Language: Английский

Citations

25
A multi-step ahead point-interval forecasting system for hourly PM2.5 concentrations based on multivariate decomposition and kernel density estimation DOI
Hongtao Li, Yang Yu, Zhipeng Huang

et al.

Expert Systems with Applications, Journal Year: 2023, Volume and Issue: 226, P. 120140 - 120140

Published: April 25, 2023

Language: Английский

Citations

23