A hybrid load forecasting system based on data augmentation and ensemble learning under limited feature availability DOI

Qing Yang,

Zhirui Tian

Expert Systems with Applications, Journal Year: 2024, Volume and Issue: unknown, P. 125567 - 125567

Published: Oct. 1, 2024

Language: Английский

Football team training algorithm: A novel sport-inspired meta-heuristic optimization algorithm for global optimization DOI
Zhirui Tian, Mei Gai

Expert Systems with Applications, Journal Year: 2024, Volume and Issue: 245, P. 123088 - 123088

Published: Jan. 2, 2024

Language: Английский

Citations

48
A wind speed forecasting system for the construction of a smart grid with two-stage data processing based on improved ELM and deep learning strategies DOI
Jianzhou Wang, Xinsong Niu,

Lifang Zhang

et al.

Expert Systems with Applications, Journal Year: 2023, Volume and Issue: 241, P. 122487 - 122487

Published: Nov. 17, 2023

Language: Английский

Citations

42
CNNs-Transformer based day-ahead probabilistic load forecasting for weekends with limited data availability DOI
Zhirui Tian, Weican Liu, Wenqian Jiang

et al.

Energy, Journal Year: 2024, Volume and Issue: 293, P. 130666 - 130666

Published: Feb. 10, 2024

Language: Английский

Citations

35
A new paradigm based on Wasserstein Generative Adversarial Network and time-series graph for integrated energy system forecasting DOI
Zhirui Tian, Mei Gai

Energy Conversion and Management, Journal Year: 2025, Volume and Issue: 326, P. 119484 - 119484

Published: Jan. 13, 2025

Language: Английский

Citations

2
A novel wind power forecasting system integrating time series refining, nonlinear multi-objective optimized deep learning and linear error correction DOI Open Access
Jianzhou Wang, Yuansheng Qian,

Linyue Zhang

et al.

Energy Conversion and Management, Journal Year: 2023, Volume and Issue: 299, P. 117818 - 117818

Published: Nov. 16, 2023

Language: Английский

Citations

42
A multi-factor clustering integration paradigm for wind speed point-interval prediction based on feature selection and optimized inverted transformer DOI

Jujie Wang,

Weiyi Jiang, Shuqin Shu

et al.

Energy, Journal Year: 2025, Volume and Issue: unknown, P. 135210 - 135210

Published: Feb. 1, 2025

Language: Английский

Citations

1
Effective LSTMs with seasonal-trend decomposition and adaptive learning and niching-based backtracking search algorithm for time series forecasting DOI
Yuhan Wu, Xiyu Meng, Junru Zhang

et al.

Expert Systems with Applications, Journal Year: 2023, Volume and Issue: 236, P. 121202 - 121202

Published: Aug. 26, 2023

Language: Английский

Citations

22
A short-term power load forecasting system based on data decomposition, deep learning and weighted linear error correction with feedback mechanism DOI
Zhaochen Dong, Zhirui Tian,

Shuang Lv

et al.

Applied Soft Computing, Journal Year: 2024, Volume and Issue: 162, P. 111863 - 111863

Published: June 15, 2024

Language: Английский

Citations

7
Solving few-shot problem in wind speed prediction: A novel transfer strategy based on decomposition and learning ensemble DOI
Yang Sun, Zhirui Tian

Applied Energy, Journal Year: 2024, Volume and Issue: 377, P. 124717 - 124717

Published: Oct. 24, 2024

Language: Английский

Citations

4
From LMP to eLMP: An accurate transfer strategy for electricity price prediction based on learning ensemble DOI
Zhirui Tian, Weican Liu, Wei Sun

et al.

Energy, Journal Year: 2025, Volume and Issue: unknown, P. 135926 - 135926

Published: April 1, 2025

Language: Английский

Citations

0