A review on applications of ANN and SVM for building electrical energy consumption forecasting

AS Ahmad, MY Hassan, MP Abdullah… - … and Sustainable Energy …, 2014 - Elsevier
The rapid development of human population, buildings and technology application currently
has caused electric consumption to grow rapidly. Therefore, efficient energy management …

[HTML][HTML] Meteorological conditions leading to extreme low variable renewable energy production and extreme high energy shortfall

K van der Wiel, LP Stoop, BRH Van Zuijlen… - … and Sustainable Energy …, 2019 - Elsevier
To mitigate climate change a renewable energy transition is needed. Existing power
systems will need to be redesigned to balance variable renewable energy production with …

The mediation effect of land surface temperature in the relationship between land use-cover change and energy consumption under seasonal variations

P Wang, P Yu, J Lu, Y Zhang - Journal of Cleaner Production, 2022 - Elsevier
Increasing temperatures in urban areas have brought about a series of prevalent
environmental and energy shortage problems. Many studies have focused on the …

[PDF][PDF] Changes of heating and cooling degree-days in Europe from 1981 to 2100

J Spinoni, JV Vogt, P Barbosa, A Dosio… - Int. J …, 2018 - academia.edu
During the last decades, the effects of global warming have become apparent also in
Europe, causing relevant impacts in many sectors. Under projected future global warming …

Electric load forecasting methods: Tools for decision making

H Hahn, S Meyer-Nieberg, S Pickl - European journal of operational …, 2009 - Elsevier
For decision makers in the electricity sector, the decision process is complex with several
different levels that have to be taken into consideration. These comprise for instance the …

Economic growth and renewable and non-renewable energy consumption: Evidence from the US states

M Salari, I Kelly, N Doytch, RJ Javid - Renewable Energy, 2021 - Elsevier
Energy consumption and economic growth play an important role in the global policy debate
among policymakers around the world. This is the first study to investigate the relationship …

Forecasting electricity consumption in Pakistan: The way forward

A Hussain, M Rahman, JA Memon - Energy policy, 2016 - Elsevier
Growing shortfall of electricity in Pakistan affects almost all sectors of its economy. For
proper policy formulation, it is imperative to have reliable forecasts of electricity …

Global trends in urban electricity demands for cooling and heating

M Waite, E Cohen, H Torbey, M Piccirilli, Y Tian, V Modi - Energy, 2017 - Elsevier
As the tropics and subtropics become increasingly urban, industrial and affluent, energy
demands for thermal comfort may evolve differently than they have historically across the …

Application of residual modification approach in seasonal ARIMA for electricity demand forecasting: A case study of China

Y Wang, J Wang, G Zhao, Y Dong - Energy Policy, 2012 - Elsevier
Electricity demand forecasting could prove to be a useful policy tool for decision-makers;
thus, accurate forecasting of electricity demand is valuable in allowing both power …

The non-linear link between electricity consumption and temperature in Europe: A threshold panel approach

M Bessec, J Fouquau - Energy Economics, 2008 - Elsevier
This paper investigates the relationship between electricity demand and temperature in the
European Union. We address this issue by means of a panel threshold regression model on …