Dynamic adaptive spatio-temporal graph neural network for multi-node offshore wind speed forecasting DOI
Ziheng Gao,

Zhuolin Li,

Lingyu Xu

et al.

Applied Soft Computing, Journal Year: 2023, Volume and Issue: 141, P. 110294 - 110294

Published: April 17, 2023

Language: Английский

Multivariate wind speed forecasting based on multi-objective feature selection approach and hybrid deep learning model DOI

Sheng-Xiang Lv,

Lin Wang

Energy, Journal Year: 2022, Volume and Issue: 263, P. 126100 - 126100

Published: Nov. 14, 2022

Language: Английский

Citations

83
Wind speed prediction by a swarm intelligence based deep learning model via signal decomposition and parameter optimization using improved chimp optimization algorithm DOI

Leiming Suo,

Peng Tian,

Shihao Song

et al.

Energy, Journal Year: 2023, Volume and Issue: 276, P. 127526 - 127526

Published: April 14, 2023

Language: Английский

Citations

77
A novel hybrid model based on GA-VMD, sample entropy reconstruction and BiLSTM for wind speed prediction DOI
Zhenjie Liu, Haizhong Liu

Measurement, Journal Year: 2023, Volume and Issue: 222, P. 113643 - 113643

Published: Oct. 14, 2023

Language: Английский

Citations

45
A wind speed forcasting model based on rime optimization based VMD and multi-headed self-attention-LSTM DOI
Wenhui Liu, Yulong Bai,

xiaoxin Yue

et al.

Energy, Journal Year: 2024, Volume and Issue: 294, P. 130726 - 130726

Published: Feb. 16, 2024

Language: Английский

Citations

36
Multivariate short-term wind speed prediction based on PSO-VMD-SE-ICEEMDAN two-stage decomposition and Att-S2S DOI
Xiaoying Sun, Haizhong Liu

Energy, Journal Year: 2024, Volume and Issue: 305, P. 132228 - 132228

Published: Oct. 1, 2024

Language: Английский

Citations

24
Enhancing short-term wind speed prediction based on an outlier-robust ensemble deep random vector functional link network with AOA-optimized VMD DOI
Chu Zhang, Zhengbo Li,

Yida Ge

et al.

Energy, Journal Year: 2024, Volume and Issue: 296, P. 131173 - 131173

Published: April 1, 2024

Language: Английский

Citations

23
Combined Ultra-Short-Term Photovoltaic Power Prediction Based on CEEMDAN Decomposition and RIME Optimized AM-TCN-BiLSTM DOI

Daixuan Zhou,

Yujin Liu,

Xu Wang

et al.

Energy, Journal Year: 2025, Volume and Issue: unknown, P. 134847 - 134847

Published: Feb. 1, 2025

Language: Английский

Citations

3
Data-driven wind-induced response prediction for slender civil infrastructure: Progress, challenges and opportunities DOI
Yiming Zhang, Haoqing Li, Hao Wang

et al.

Structures, Journal Year: 2025, Volume and Issue: 74, P. 108650 - 108650

Published: March 14, 2025

Language: Английский

Citations

2
Operation and maintenance optimization of offshore wind farms based on digital twin: A review DOI

Jiajun Xia,

Guang Zou

Ocean Engineering, Journal Year: 2022, Volume and Issue: 268, P. 113322 - 113322

Published: Dec. 16, 2022

Language: Английский

Citations

49
An ensemble multi-step M-RMLSSVR model based on VMD and two-group strategy for day-ahead short-term load forecasting DOI
Fang Yuan, Jinxing Che

Knowledge-Based Systems, Journal Year: 2022, Volume and Issue: 252, P. 109440 - 109440

Published: July 17, 2022

Language: Английский

Citations

46