[HTML][HTML] An interpretable multi-stage forecasting framework for energy consumption and CO2 emissions for the transportation sector

Q Qiao, H Eskandari, H Saadatmand, MA Sahraei - Energy, 2024 - Elsevier
The transportation sector is deemed one of the primary sources of energy consumption and
greenhouse gases throughout the world. To realise and design sustainable transport, it is …

An interpretable forecasting framework for energy consumption and CO2 emissions

S Aras, MH Van - Applied Energy, 2022 - Elsevier
It is a well-established fact that energy consumption and production, as the primary sources
of greenhouse gases, contribute to climate change and global warming issues. The analysis …

Forecast energy demand, CO2 emissions and energy resource impacts for the transportation sector

ME Javanmard, Y Tang, Z Wang, P Tontiwachwuthikul - Applied Energy, 2023 - Elsevier
Managing energy demand and reducing greenhouse gas emissions are among the most
significant challenges ahead for many countries. Accurate prediction of energy demand and …

Investigating the Application of a Transportation Energy Consumption Prediction Model for Urban Planning Scenarios in Machine Learning and Shapley Additive …

SS Amiri, M Mueller, S Hoque - Journal of Sustainability …, 2022 - sustainability.hapres.com
Accurate forecasts of future energy usage are an important step towards reaching carbon
mitigation commitments for city policymakers. Beyond identifying sources of emission …

Energy demand forecasts with investment constraints

S Majumdar, J Parikh - Journal of Forecasting, 1996 - Wiley Online Library
The energy sector in India claims 30% of the available investments. Moreover, oil import bills
have the largest share among the total import bills. Thus, macro economic development and …

Optimal selection of predictors for greenhouse gas emissions forecast in Hong Kong

WT Ho, FW Yu - Journal of cleaner production, 2022 - Elsevier
This study aims to forecast greenhouse gas (GHG) emissions in Hong Kong with an optimal
selection of predictors. A review is made on the time-series of the GHG emissions by …

A COMBINATION FORECAST FOR ENERGY-RELATED CO2 EMISSIONS IN THE UNITED STATES

ES Silva - International Journal of Energy and Statistics, 2013 - World Scientific
This paper seeks to provide an alternative forecast to that provided by the Energy
Information Administration (EIA) on energy-related monthly CO 2 emissions in the United …

A small-sample hybrid model for forecasting energy-related CO2 emissions

M Meng, D Niu, W Shang - Energy, 2014 - Elsevier
Mitigating the impact of developing countries to global climate change has become an
important issue in the fields of science and politics. This study proposes a small-sample …

Sectoral energy demand forecasting under an assumption-free data-driven technique

B Ameyaw, L Yao - Sustainability, 2018 - mdpi.com
In order to implement sustainable economic policies, realistic and high accuracy demand
projections are key to drawing and implementing realizable environmentally-friendly energy …

A multi-model assessment of energy and emissions for India's transportation sector through 2050

AL Paladugula, N Kholod, V Chaturvedi, PP Ghosh… - Energy Policy, 2018 - Elsevier
This paper focuses on comparing the framework and projections of energy consumption and
emissions from India's transportation sector up to 2050. To understand the role of road …