A hybrid prediction model of improved bidirectional long short-term memory network for cooling load based on PCANet and attention mechanism DOI
Xiuying Yan,

Xingxing Ji,

Qinglong Meng

et al.

Energy, Journal Year: 2024, Volume and Issue: 292, P. 130388 - 130388

Published: Jan. 23, 2024

Language: Английский

Short-term wind power prediction based on two-layer decomposition and BiTCN-BiLSTM-attention model DOI

Dongdong Zhang,

Baian Chen,

Hongyu Zhu

et al.

Energy, Journal Year: 2023, Volume and Issue: 285, P. 128762 - 128762

Published: Aug. 14, 2023

Language: Английский

Citations

71
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

69
Load forecasting for regional integrated energy system based on complementary ensemble empirical mode decomposition and multi-model fusion DOI
Jian Shi, Jiashen Teh

Applied Energy, Journal Year: 2023, Volume and Issue: 353, P. 122146 - 122146

Published: Nov. 3, 2023

Language: Английский

Citations

56
Achieving wind power and photovoltaic power prediction: An intelligent prediction system based on a deep learning approach DOI
Yagang Zhang,

Zhiya Pan,

Hui Wang

et al.

Energy, Journal Year: 2023, Volume and Issue: 283, P. 129005 - 129005

Published: Sept. 9, 2023

Language: Английский

Citations

42
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

42
High and low frequency wind power prediction based on Transformer and BiGRU-Attention DOI
Shuangxin Wang, Jiarong Shi, Wei Yang

et al.

Energy, Journal Year: 2023, Volume and Issue: 288, P. 129753 - 129753

Published: Dec. 1, 2023

Language: Английский

Citations

41
A novel DWTimesNet-based short-term multi-step wind power forecasting model using feature selection and auto-tuning methods DOI
Chu Zhang, Yuhan Wang,

Yongyan Fu

et al.

Energy Conversion and Management, Journal Year: 2024, Volume and Issue: 301, P. 118045 - 118045

Published: Jan. 5, 2024

Language: Английский

Citations

23
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

20
Enhancing state of charge and state of energy estimation in Lithium-ion batteries based on a TimesNet model with Gaussian data augmentation and error correction DOI
Chu Zhang, Yue Zhang, Zhengbo Li

et al.

Applied Energy, Journal Year: 2024, Volume and Issue: 359, P. 122669 - 122669

Published: Jan. 28, 2024

Language: Английский

Citations

18
A hybrid model with combined feature selection based on optimized VMD and improved multi-objective coati optimization algorithm for short-term wind power prediction DOI
Chao Wang, Lin Hon, Heng Hu

et al.

Energy, Journal Year: 2024, Volume and Issue: 293, P. 130684 - 130684

Published: Feb. 15, 2024

Language: Английский

Citations

16