[HTML][HTML] Forecasting: theory and practice

F Petropoulos, D Apiletti, V Assimakopoulos… - International Journal of …, 2022 - Elsevier
Forecasting has always been at the forefront of decision making and planning. The
uncertainty that surrounds the future is both exciting and challenging, with individuals and …

Forecasting CO2 emissions of China's cement industry using a hybrid Verhulst-GM (1, N) model and emissions' technical conversion

J Ofosu-Adarkwa, N Xie, SA Javed - Renewable and Sustainable Energy …, 2020 - Elsevier
The cement industry is a significant contributor to anthropogenic CO 2. For China, the
cement industry is crucial for development, considering the surging urbanization. CO 2 …

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 …

Fractional multivariate grey Bernoulli model combined with improved grey wolf algorithm: Application in short-term power load forecasting

C Yin, S Mao - Energy, 2023 - Elsevier
The accurate prediction of power load is helpful to make reasonable power generation plans
and scientific dispatching schemes and achieve the goal of energy saving and emission …

A novel adaptive discrete grey model with time-varying parameters for long-term photovoltaic power generation forecasting

S Ding, R Li, Z Tao - Energy Conversion and Management, 2021 - Elsevier
The rapidly growing photovoltaic power generation (PPG) instigates stochastic volatility of
electricity supply that may compromise the power grid's stability and increase the grid …

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 …

Carbon-dioxide mitigation in the residential building sector: a household scale-based assessment

M Ma, X Ma, W Cai, W Cai - Energy Conversion and Management, 2019 - Elsevier
Carbon-dioxide mitigation in residential building sector (CMRBS) has become critical for
China in achieving its emission mitigation goal in the “Post Paris” period with the growing …

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 …

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 …