A novel probabilistic carbon price prediction model: Integrating the transformer framework with mixed-frequency modeling at different quartiles DOI

Mingyang Ji,

Jian Du, Pei Du

et al.

Applied Energy, Journal Year: 2025, Volume and Issue: 391, P. 125951 - 125951

Published: April 21, 2025

Language: Английский

Study on deterministic and interval forecasting of electricity load based on multi-objective whale optimization algorithm and transformer model DOI
Pei Du,

Yuxin Ye,

Han Wu

et al.

Expert Systems with Applications, Journal Year: 2025, Volume and Issue: 268, P. 126361 - 126361

Published: Jan. 2, 2025

Language: Английский

Citations

1
Forecasting carbon price in Hubei Province using a mixed neural model based on mutual information and Multi-head Self-Attention DOI
Youyang Ren, Yuan-zhong Huang, Yuhong Wang

et al.

Journal of Cleaner Production, Journal Year: 2025, Volume and Issue: unknown, P. 144960 - 144960

Published: Feb. 1, 2025

Language: Английский

Citations

0
A multi-energy load forecasting method based on the Mixture-of-Experts model and dynamic multilevel attention mechanism DOI

Jinxue Hu,

Pengfei Duan, Xiaodong Cao

et al.

Energy, Journal Year: 2025, Volume and Issue: unknown, P. 135947 - 135947

Published: April 1, 2025

Language: Английский

Citations

0
A novel probabilistic carbon price prediction model: Integrating the transformer framework with mixed-frequency modeling at different quartiles DOI

Mingyang Ji,

Jian Du, Pei Du

et al.

Applied Energy, Journal Year: 2025, Volume and Issue: 391, P. 125951 - 125951

Published: April 21, 2025

Language: Английский

Citations

0