Forecasting methods in energy planning models

KB Debnath, M Mourshed - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Energy planning models (EPMs) play an indispensable role in policy formulation and energy
sector development. The forecasting of energy demand and supply is at the heart of an EPM …

State of the art in building modelling and energy performances prediction: A review

A Foucquier, S Robert, F Suard, L Stéphan… - … and Sustainable Energy …, 2013 - Elsevier
In the European Union, the building sector is one of the largest energy consumer with about
40% of the final energy consumption. Reducing consumption is also a sociological …

Energy models for demand forecasting—A review

L Suganthi, AA Samuel - Renewable and sustainable energy reviews, 2012 - Elsevier
Energy is vital for sustainable development of any nation–be it social, economic or
environment. In the past decade energy consumption has increased exponentially globally …

Forecasting the annual electricity consumption of Turkey using an optimized grey model

C Hamzacebi, HA Es - Energy, 2014 - Elsevier
Energy demand forecasting is an important issue for governments, energy sector investors
and other related corporations. Although there are several forecasting techniques, selection …

Modeling and forecasting of Turkey's energy consumption using socio-economic and demographic variables

M Kankal, A Akpınar, Mİ Kömürcü, TŞ Özşahin - Applied Energy, 2011 - Elsevier
This study deals with the modeling of the energy consumption in Turkey in order to forecast
future projections based on socio-economic and demographic variables (gross domestic …

Electricity demand analysis using cointegration and ARIMA modelling: A case study of Turkey

E Erdogdu - Energy policy, 2007 - Elsevier
In the early 2000s, the Republic of Turkey has initiated an ambitious reform program in her
electricity market, which requires privatization, liberalization as well as a radical …

Electricity demand loads modeling using AutoRegressive Moving Average (ARMA) models

SS Pappas, L Ekonomou, DC Karamousantas… - Energy, 2008 - Elsevier
This study addresses the problem of modeling the electricity demand loads in Greece. The
provided actual load data is deseasonilized and an AutoRegressive Moving Average …

Forecasting of CO2 emissions from fuel combustion using trend analysis

AÇ Köne, T Büke - Renewable and Sustainable Energy Reviews, 2010 - Elsevier
The accelerating use of fossil fuels since the Industrial Revolution and the rapid destruction
of forests causes a significant increase in greenhouse gases. The increasing threat of global …

Integration of artificial neural networks and genetic algorithm to predict electrical energy consumption

A Azadeh, SF Ghaderi, S Tarverdian… - Applied mathematics and …, 2007 - Elsevier
This study presents an integrated genetic algorithm (GA) and artificial neural network (ANN)
to estimate and predict electricity demand using stochastic procedures. The economic …

Cultivation of denitrifying bacteria: optimization of isolation conditions and diversity study

K Heylen, B Vanparys, L Wittebolle… - Applied and …, 2006 - Am Soc Microbiol
An evolutionary algorithm was applied to study the complex interactions between medium
parameters and their effects on the isolation of denitrifying bacteria, both in number and in …