Conventional models and artificial intelligence-based models for energy consumption forecasting: A review
Conventional models and artificial intelligence (AI)-based models have been widely applied
for energy consumption forecasting over the past decades. This paper reviews conventional …
for energy consumption forecasting over the past decades. This paper reviews conventional …
Hydrogen sulfide removal from natural gas using membrane technology: A review
Natural gas, having a significantly lower CO2 emission factor than oil and coal when
combusted, is accepted as an important transition fuel towards carbon net-zero society. To …
combusted, is accepted as an important transition fuel towards carbon net-zero society. To …
Energy demand forecasting in China: A support vector regression-compositional data second exponential smoothing model
C Rao, Y Zhang, J Wen, X Xiao, M Goh - Energy, 2023 - Elsevier
Analyzing the drivers of energy demand and predicting energy consumption can help to
shape national policies on energy transformation and energy security. This paper estimates …
shape national policies on energy transformation and energy security. This paper estimates …
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
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 …
development of forecasting methods, and fractional grey models play a key role in such new …
A combination model based on wavelet transform for predicting the difference between monthly natural gas production and consumption of US
W Qiao, W Liu, E Liu - Energy, 2021 - Elsevier
The prediction model's performance in view of the wavelet transform (WT) is affected
because the wavelet basis function (WBF) and its orders and layers are determined …
because the wavelet basis function (WBF) and its orders and layers are determined …
A novel conformable fractional non-homogeneous grey model for forecasting carbon dioxide emissions of BRICS countries
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 …
community. And nearly thirty kinds of greenhouse gases have been found in the …
An optimized nonlinear grey Bernoulli prediction model and its application in natural gas production
C Liu, T Lao, WZ Wu, W Xie, H Zhu - Expert Systems with Applications, 2022 - Elsevier
Natural gas, an efficient, eco-friendly and clean green energy, has become one of the
important energy structures of various countries in the world, accurately predicting the …
important energy structures of various countries in the world, accurately predicting 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) …
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 …
forecasting accuracy of traditional grey model. The proposed model will not be effect by the …
Forecasting the renewable energy consumption of the European countries by an adjacent non-homogeneous grey model
L Liu, L Wu - Applied Mathematical Modelling, 2021 - Elsevier
In this paper, a new adjacent non-homogeneous grey model was proposed to predict
renewable energy consumption in Europe. Based on the principle of adjacent accumulation …
renewable energy consumption in Europe. Based on the principle of adjacent accumulation …