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 structure adaptive new information priority discrete grey prediction model and its application in renewable energy generation forecasting DOI

Xinbo He,

Yong Wang, Yuyang Zhang

et al.

Applied Energy, Journal Year: 2022, Volume and Issue: 325, P. 119854 - 119854

Published: Aug. 24, 2022

Language: Английский

Citations

65

A novel fractional structural adaptive grey Chebyshev polynomial Bernoulli model and its application in forecasting renewable energy production of China DOI
Yong Wang, Rui Nie,

Pei Chi

et al.

Expert Systems with Applications, Journal Year: 2022, Volume and Issue: 210, P. 118500 - 118500

Published: Aug. 13, 2022

Language: Английский

Citations

49

Forecasting China's energy production and consumption based on a novel structural adaptive Caputo fractional grey prediction model DOI
Yong Wang,

Zhongsen Yang,

Li Wang

et al.

Energy, Journal Year: 2022, Volume and Issue: 259, P. 124935 - 124935

Published: Aug. 8, 2022

Language: Английский

Citations

48

Natural gas consumption forecasting using an optimized Grey Bernoulli model: The case of the world’s top three natural gas consumers DOI
Mingyu Tong,

Fuli Qin,

Jingrong Dong

et al.

Engineering Applications of Artificial Intelligence, Journal Year: 2023, Volume and Issue: 122, P. 106005 - 106005

Published: March 8, 2023

Language: Английский

Citations

27

Forecasting China's electricity generation using a novel structural adaptive discrete grey Bernoulli model DOI

Zhongsen Yang,

Yong Wang, Ying Zhou

et al.

Energy, Journal Year: 2023, Volume and Issue: 278, P. 127824 - 127824

Published: May 15, 2023

Language: Английский

Citations

25

A novel structure adaptive fractional derivative grey model and its application in energy consumption prediction DOI
Yong Wang, Lang Sun, Rui Yang

et al.

Energy, Journal Year: 2023, Volume and Issue: 282, P. 128380 - 128380

Published: July 11, 2023

Language: Английский

Citations

24

A novel structure adaptive discrete grey Bernoulli prediction model and its applications in energy consumption and production DOI
Yong Wang, Rui Yang, Juan Zhang

et al.

Energy, Journal Year: 2024, Volume and Issue: 291, P. 130368 - 130368

Published: Jan. 20, 2024

Language: Английский

Citations

13

A novel structure adaptive grey seasonal model with data reorganization and its application in solar photovoltaic power generation prediction DOI
Yong Wang,

Xinbo He,

Ying Zhou

et al.

Energy, Journal Year: 2024, Volume and Issue: 302, P. 131833 - 131833

Published: May 28, 2024

Language: Английский

Citations

11

Forecasting share of renewables in primary energy consumption and CO2 emissions of China and the United States under Covid-19 pandemic using a novel fractional nonlinear grey model DOI
Utkucan Şahin

Expert Systems with Applications, Journal Year: 2022, Volume and Issue: 209, P. 118429 - 118429

Published: Aug. 8, 2022

Language: Английский

Citations

37

A novel self-adaptive fractional grey Euler model with dynamic accumulation order and its application in energy production prediction of China DOI
Yong Wang,

Zhongsen Yang,

Lingling Ye

et al.

Energy, Journal Year: 2022, Volume and Issue: 265, P. 126384 - 126384

Published: Dec. 9, 2022

Language: Английский

Citations

36