Modeling temporal variations in global residential energy consumption and pollutant emissions

H Chen, Y Huang, H Shen, Y Chen, M Ru, Y Chen… - Applied Energy, 2016 - Elsevier
Energy data are often reported on an annual basis. To address the climate and health
impacts of greenhouse gases and air pollutants, seasonally resolved emissions inventories …

Energy demand forecasting in seven sectors by an optimization model based on machine learning algorithms

ME Javanmard, SF Ghaderi - Sustainable Cities and Society, 2023 - Elsevier
With the growth of population, many countries face the challenge of supplying energy
resources. One approach to managing and planning these resources is to predict energy …

Multifactor-influenced energy consumption forecasting using enhanced back-propagation neural network

YR Zeng, Y Zeng, B Choi, L Wang - Energy, 2017 - Elsevier
Reliable energy consumption forecasting can provide effective decision-making support for
planning development strategies to energy enterprises and for establishing national energy …

Forecasting energy consumption in Anhui province of China through two Box-Cox transformation quantile regression probability density methods

Y He, Y Zheng, Q Xu - Measurement, 2019 - Elsevier
Energy consumption can be taken as one of crucial indicators for economic development in
any regions. Rapid development of economic, population and urbanization in Anhui …

Comparative study on monthly natural gas vehicle fuel consumption and industrial consumption using multi-hybrid forecast models

Z Pala - Energy, 2023 - Elsevier
Accurate natural gas consumption forecasting plays a significant role in production, supply,
and dispatching. Therefore, in this study, a new multi-hybrid model methodology is proposed …

Primary energy consumption, CO2 emissions and economic growth: Evidence from India

A Tiwari - South East European Journal of Economics and …, 2011 - sciendo.com
This study examined static and dynamic causal relationships between primary energy
consumption, gross domestic product, and CO2 emissions for India during the period 1970 …

Alternative projection of the world energy consumption-in comparison with the 2010 international energy outlook

Y Chang, J Lee, H Yoon - Energy Policy, 2012 - Elsevier
A projection of future energy consumption is a vital input to many analyses of economic,
energy, and environmental policies. We provide a benchmark projection which can be used …

Forecasting annual natural gas consumption using socio-economic indicators for making future policies

D Sen, ME Günay, KMM Tunç - Energy, 2019 - Elsevier
Natural gas is a foreign-dependent source of energy in many countries and a rapid increase
of its consumption is mainly associated with the increase of living standards and needs. In …

Modelling energy demand of developing countries: Are the specific features adequately captured?

SC Bhattacharyya, GR Timilsina - Energy policy, 2010 - Elsevier
This paper critically reviews existing energy demand forecasting methodologies highlighting
the methodological diversities and developments over the past four decades in order to …

An integrated modeling approach for forecasting long-term energy demand in Pakistan

SAU Rehman, Y Cai, R Fazal, G Das Walasai… - Energies, 2017 - mdpi.com
Energy planning and policy development require an in-depth assessment of energy
resources and long-term demand forecast estimates. Pakistan, unfortunately, lacks reliable …