Application of a new grey multivariate forecasting model in the forecasting of energy consumption in 7 regions of China

M Wang, W Wang, L Wu - Energy, 2022 - Elsevier
Scientific prediction of regional energy is of practical significance for rational control of
energy supply. In this paper, to further minimize the influence of subjective factors, the grey …

A novel method for carbon emission forecasting based on Gompertz's law and fractional grey model: Evidence from American industrial sector

M Gao, H Yang, Q Xiao, M Goh - Renewable Energy, 2022 - Elsevier
With the manufacturing reshoring to the US, increasing attention are focus on its energy
consumption and environmental effects and accurate prediction of carbon emissions is vital …

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

X He, Y Wang, Y Zhang, X Ma, W Wu, L Zhang - Applied Energy, 2022 - Elsevier
Renewable energy has made a significant contribution to global power generation.
Therefore, accurate mid-to-long term renewable energy generation forecasting is becoming …

A novel fractional time delayed grey model with Grey Wolf Optimizer and its applications in forecasting the natural gas and coal consumption in Chongqing China

X Ma, X Mei, W Wu, X Wu, B Zeng - Energy, 2019 - Elsevier
Introduction of the fractional order accumulation has made significant contributions to the
development of forecasting methods, and fractional grey models play a key role in such new …

Forecasting short-term renewable energy consumption of China using a novel fractional nonlinear grey Bernoulli model

W Wu, X Ma, B Zeng, Y Wang, W Cai - Renewable energy, 2019 - Elsevier
Energy consumption is an international issue and plays an important role in the national
energy security, especially for China of which the energy market is in transition. Accuracy …

A novel conformable fractional non-homogeneous grey model for forecasting carbon dioxide emissions of BRICS countries

W Wu, X Ma, Y Zhang, W Li, Y Wang - Science of the Total Environment, 2020 - Elsevier
Nowadays, climate change is one of the most important global issues to the international
community. And nearly thirty kinds of greenhouse gases have been found in the …

The conformable fractional grey system model

X Ma, W Wu, B Zeng, Y Wang, X Wu - ISA transactions, 2020 - Elsevier
The fractional order grey models have appealed considerable interest of research in recent
years due to its high effectiveness and flexibility in time series forecasting. However, the …

[HTML][HTML] A new multivariable grey prediction model with structure compatibility

B Zeng, H Duan, Y Zhou - Applied Mathematical Modelling, 2019 - Elsevier
A new multivariable grey prediction model was proposed by adding a dependent variable
lag term, a linear correction term and a random disturbance term to the traditional GM (1, N) …

Fractional Hausdorff grey model and its properties

Y Chen, W Lifeng, L Lianyi, Z Kai - Chaos, Solitons & Fractals, 2020 - Elsevier
The grey model with the fractional Hausdorff derivative is put forward to enhance the
forecasting accuracy of traditional grey model. The proposed model will not be effect by the …

A novel fractional grey Riccati model for carbon emission prediction

M Gao, H Yang, Q Xiao, M Goh - Journal of Cleaner Production, 2021 - Elsevier
Greenhouse gas emissions bring severe challenges to the global climate, and CO 2
emission prediction can provide decision support for atmospheric environmental …