Emission forecasting from open burning of crop straw and policy analysis: The case for China DOI Creative Commons
Xinyi Liu, Suzi Tu, Jie Liu

et al.

Energy Reports, Journal Year: 2023, Volume and Issue: 9, P. 5659 - 5669

Published: May 15, 2023

The open burning of crop straw releases greenhouse and harmful gases, pollutants, which hinder the reduction carbon emissions attainment environmental protection commitments in China. In this study, based on fractional discrete grey model (FDGM (1,1)) new information priority (NIPDGM (1,1)), an alternative weighted hybrid (WHDGM coupled with a particle swarm optimization algorithm was developed to forecast total production, quantity burning, results have shown that proposed WHDGM (1,1) had highest simulation accuracy compared NIPDGM FDGM (1,1). Based (1,1), predictions for annual induced CO, CO2, NOx, PM2.5 are conducted, respectively. By 2025, production will increase by 10.5% 7.2%, Relevant be augmented 7.4%, 7.7%, 5.6%, 9.6%, Countermeasures controlling relevant policy suggestions been discussed. This study offers practical insights guidance strategic control therefore, ensuring achievement neutrality supporting commitment.

Language: Английский

A novel self-adaptive fractional multivariable grey model and its application in forecasting energy production and conversion of China DOI
Yong Wang, Li Wang, Lingling Ye

et al.

Engineering Applications of Artificial Intelligence, Journal Year: 2022, Volume and Issue: 115, P. 105319 - 105319

Published: Aug. 18, 2022

Language: Английский

Citations

32

Forecasting China’s total renewable energy capacity using a novel dynamic fractional order discrete grey model DOI
Lin Xia, Youyang Ren, Yuhong Wang

et al.

Expert Systems with Applications, Journal Year: 2023, Volume and Issue: 239, P. 122019 - 122019

Published: Nov. 7, 2023

Language: Английский

Citations

18

A novel time-delay multivariable grey model and its application in predicting oil production DOI
Huiming Duan, Guan Wang, Yuxin Song

et al.

Engineering Applications of Artificial Intelligence, Journal Year: 2024, Volume and Issue: 139, P. 109505 - 109505

Published: Oct. 23, 2024

Language: Английский

Citations

8

A novel structural adaptive Caputo fractional order derivative multivariate grey model and its application in China's energy production and consumption prediction DOI
Yong Wang,

Zhongsen Yang,

Yongxian Luo

et al.

Energy, Journal Year: 2024, Volume and Issue: unknown, P. 133622 - 133622

Published: Oct. 1, 2024

Language: Английский

Citations

8

A novel fractional discrete grey model with variable weight buffer operator and its applications in renewable energy prediction DOI Open Access
Yong Wang,

Pei Chi,

Rui Nie

et al.

Soft Computing, Journal Year: 2023, Volume and Issue: 27(14), P. 9321 - 9345

Published: April 21, 2023

Language: Английский

Citations

14

A novel damped conformable fractional grey Bernoulli model and its applications in energy prediction with uncertainties DOI
Nailu Li,

Eto Sultanan Razia,

haonan ba

et al.

Applied Mathematical Modelling, Journal Year: 2024, Volume and Issue: 130, P. 94 - 118

Published: March 6, 2024

Language: Английский

Citations

5

Reduced-order reconstruction of discrete grey forecasting model and its application DOI
Kailing Li, Naiming Xie

Communications in Nonlinear Science and Numerical Simulation, Journal Year: 2024, Volume and Issue: 139, P. 108310 - 108310

Published: Aug. 24, 2024

Language: Английский

Citations

5

A novel multi-fractional multivariate grey model for city air quality index prediction in China DOI
Lanxi Zhang, Xin Ma

Expert Systems with Applications, Journal Year: 2024, Volume and Issue: 257, P. 125010 - 125010

Published: Aug. 8, 2024

Language: Английский

Citations

4

A novel structure adaptive new information priority grey Bernoulli model and its application in China's renewable energy production DOI
Yong Wang,

Zhongsen Yang,

Ying Zhou

et al.

Renewable Energy, Journal Year: 2024, Volume and Issue: unknown, P. 122052 - 122052

Published: Nov. 1, 2024

Language: Английский

Citations

4

A novel variable weight accumulation multiple power-law grey Bernoulli model and its application in China's electricity supply and consumption prediction DOI
Yong Wang, Lang Sun, Rui Yang

et al.

Energy, Journal Year: 2025, Volume and Issue: unknown, P. 134605 - 134605

Published: Jan. 1, 2025

Language: Английский

Citations

0