Forecasting the development trend of new energy vehicles in China by an optimized fractional discrete grey power model

L Liu, S Liu, L Wu, J Zhu, G Shang - Journal of Cleaner Production, 2022 - Elsevier
As an effective technology to reduce traffic pollution emissions, the new energy vehicle
industry has developed rapidly in recent years, and the sales of new energy vehicles have …

Forecasting clean energy power generation in China based on a novel fractional discrete grey model with a dynamic time-delay function

L Xia, Y Ren, Y Wang - Journal of Cleaner Production, 2023 - Elsevier
Clean energy plays an essential role in responding to environmental crises. Accurate
forecasting of clean energy power generation can provide necessary references for the …

Predictive analysis of quarterly electricity consumption via a novel seasonal fractional nonhomogeneous discrete grey model: A case of Hubei in China

WZ Wu, H Pang, C Zheng, W Xie, C Liu - Energy, 2021 - Elsevier
Accurate electricity consumption forecasting plays a crucial role in electric power systems
and is a challenging task due to its complicated mechanism induced by multiple influential …

Forecasting China's total renewable energy capacity using a novel dynamic fractional order discrete grey model

L Xia, Y Ren, Y Wang - Expert Systems with Applications, 2024 - Elsevier
Accurately forecasting renewable energy capacity is crucial for informing national energy
policies and promoting sustainable socio-economic growth. This study proposes a novel …

A novel self-adaptive fractional multivariable grey model and its application in forecasting energy production and conversion of China

Y Wang, L Wang, L Ye, X Ma, W Wu, Z Yang… - … Applications of Artificial …, 2022 - Elsevier
Energy production and conversion have a significant impact on the economic development
of all countries in the world. China's energy production and conversion are large. Therefore …

A novel energy consumption forecasting model combining an optimized DGM (1, 1) model with interval grey numbers

J Ye, Y Dang, S Ding, Y Yang - Journal of Cleaner Production, 2019 - Elsevier
Since energy consumption (EC) is becoming an important issue for sustainable
development in the world, it has a practical significance to predict EC effectively. However …

Forecasting clean energy generation volume in China with a novel fractional Time-Delay polynomial discrete grey model

Y Li, X Bai, B Liu - Energy and Buildings, 2022 - Elsevier
Clean energy, represented by hydropower, wind power, and nuclear power, plays a crucial
role in addressing the issue of power shortage and promoting the transition of the energy …

Modeling, prediction and analysis of new energy vehicle sales in China using a variable-structure grey model

B Zeng, H Li, C Mao, Y Wu - Expert systems with applications, 2023 - Elsevier
At present, the new energy vehicle (NEV) industry in China is at a huge risk of overheated
investment and overcapacity. An accurate prediction of China's future NEV market is of great …

Forecasting annual electricity consumption in China by employing a conformable fractional grey model in opposite direction

W Xie, WZ Wu, C Liu, J Zhao - Energy, 2020 - Elsevier
Electric power makes a significant contribution to economic development. Predicting annual
electricity consumption is becoming increasingly crucial for electric power utility planning …

A novel flexible grey multivariable model and its application in forecasting energy consumption in China

M Zhang, H Guo, M Sun, S Liu, J Forrest - Energy, 2022 - Elsevier
The objective and accurate prediction of energy consumption can supply an important
reference and advance indicator for government to implement economic policies and energy …