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 …

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 electricity consumption: A comparison of regression analysis, neural networks and least squares support vector machines

F Kaytez, MC Taplamacioglu, E Cam… - International Journal of …, 2015 - Elsevier
Accurate electricity consumption forecast has primary importance in the energy planning of
the developing countries. During the last decade several new techniques are being used for …

Earthquake risk assessment using an integrated Fuzzy Analytic Hierarchy Process with Artificial Neural Networks based on GIS: A case study of Sanandaj in Iran

P Yariyan, H Zabihi, ID Wolf, M Karami… - International Journal of …, 2020 - Elsevier
Earthquakes are natural phenomena, which induce natural hazard that seriously threatens
urban areas, despite significant advances in retrofitting urban buildings and enhancing the …

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 …

Greek long-term energy consumption prediction using artificial neural networks

L Ekonomou - Energy, 2010 - Elsevier
In this paper artificial neural networks (ANN) are addressed in order the Greek long-term
energy consumption to be predicted. The multilayer perceptron model (MLP) has been used …

ARIMA forecasting of primary energy demand by fuel in Turkey

VŞ Ediger, S Akar - Energy policy, 2007 - Elsevier
Forecasting of energy demand in emerging markets is one of the most important policy tools
used by the decision makers all over the world. In Turkey, most of the early studies used …

[HTML][HTML] Towards energy freedom: Exploring sustainable solutions for energy independence and self-sufficiency using integrated renewable energy-driven hydrogen …

M Laimon, T Yusaf - Renewable Energy, 2024 - Elsevier
In the pursuit of sustainable energy solutions, the integration of renewable energy sources
and hydrogen technologies has emerged as a promising avenue. This paper introduces the …

Grey prediction with rolling mechanism for electricity demand forecasting of Turkey

D Akay, M Atak - energy, 2007 - Elsevier
The need for energy supply, especially for electricity, has been increasing in the last two
decades in Turkey. In addition, owing to the uncertain economic structure of the country …

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 …