Elucidating price variability drivers in highway electromechanical equipment using CV predictions with PSO-XGBoost DOI Creative Commons
Xiaomin Dai, Linxuan Liu,

Zhihe Cheng

и другие.

Alexandria Engineering Journal, Год журнала: 2024, Номер 109, С. 754 - 767

Опубликована: Сен. 30, 2024

Язык: Английский

Novel wind power ensemble forecasting system based on mixed-frequency modeling and interpretable base model selection strategy DOI
Xiaodi Wang, Hao Yan,

Wendong Yang

и другие.

Energy, Год журнала: 2024, Номер 297, С. 131142 - 131142

Опубликована: Апрель 3, 2024

Язык: Английский

Процитировано

17

Framework for multivariate carbon price forecasting: A novel hybrid model DOI

Xuankai Zhang,

Ying Zong,

Pei Du

и другие.

Journal of Environmental Management, Год журнала: 2024, Номер 369, С. 122275 - 122275

Опубликована: Авг. 31, 2024

Язык: Английский

Процитировано

11

Breaking through the limitation of carbon price forecasting: A novel hybrid model based on secondary decomposition and nonlinear integration DOI

Yuqiao Lan,

Yubin Huangfu, Zhehao Huang

и другие.

Journal of Environmental Management, Год журнала: 2024, Номер 362, С. 121253 - 121253

Опубликована: Июнь 1, 2024

Язык: Английский

Процитировано

7

An Optimized Extreme Learning Machine Composite Framework for Point, Probabilistic, and Quantile Regression Forecasting of Carbon Price DOI
Xu‐Ming Wang, Jiaqi Zhou, Xiaobing Yu

и другие.

Process Safety and Environmental Protection, Год журнала: 2025, Номер unknown, С. 106772 - 106772

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

1

MLP-Carbon: A new paradigm integrating multi-frequency and multi-scale techniques for accurate carbon price forecasting DOI
Zhirui Tian, Wei Sun, Chenye Wu

и другие.

Applied Energy, Год журнала: 2025, Номер 383, С. 125330 - 125330

Опубликована: Янв. 15, 2025

Язык: Английский

Процитировано

1

Forecasting carbon price: A novel multi-factor spatial-temporal GNN framework integrating graph WaveNet and self-attention mechanism DOI
Jin Cao,

Xie Chi,

Yang Zhou

и другие.

Energy Economics, Год журнала: 2025, Номер unknown, С. 108318 - 108318

Опубликована: Фев. 1, 2025

Язык: Английский

Процитировано

1

Carbon Price Point and Interval-Valued Prediction Based on a Novel Hybrid Model DOI Creative Commons
Haoyu Chen,

Qunli Wu,

C. Han

и другие.

Energies, Год журнала: 2025, Номер 18(5), С. 1054 - 1054

Опубликована: Фев. 21, 2025

Accurate carbon price forecasting enables the steady operation of trading market and optimal resource allocation while also empowering participants to understand dynamics make informed decisions, ultimately supporting sustainable development in market. While early research primarily focused on point single-value price, recent studies have shifted towards interval prediction, although there is still a lack dedicated developing models for interval-valued predictions. The importance lies its ability better capture upper lower bounds range across different time dimensions, thereby revealing intrinsic patterns trends fluctuations assisting comprehensively volatility. This study offers novel approach based CEEMDAN-CNN-BiLSTM-SENet hybrid model, providing framework both model makes more comprehensive analysis possible by combining predictions from these two approaches. In case using Hubei market’s data, mean absolute percentage error pricing was 0.8125%, with MAPE highest lowest prices being 1.8898% 1.7852%, respectively—both outperforming other comparative models. results demonstrate that this can measure effectively.

Язык: Английский

Процитировано

1

Group dynamic game under bounded rationality in agreed transfer of China’s carbon trading secondary market DOI
Zhen Peng, Zitao Hong

Computers & Industrial Engineering, Год журнала: 2025, Номер unknown, С. 110857 - 110857

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

0

Using explainable deep learning to improve decision quality: Evidence from carbon trading market DOI
Yang Zhao, Jianzhou Wang, Shuai Wang

и другие.

Omega, Год журнала: 2025, Номер unknown, С. 103281 - 103281

Опубликована: Янв. 1, 2025

Язык: Английский

Процитировано

0

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

и другие.

Journal of Cleaner Production, Год журнала: 2025, Номер unknown, С. 144960 - 144960

Опубликована: Фев. 1, 2025

Язык: Английский

Процитировано

0