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 …

Biomass energy in Bangladesh: Current status and prospects

ASN Huda, S Mekhilef, A Ahsan - Renewable and Sustainable Energy …, 2014 - Elsevier
Bangladesh has been experiencing several problems over the past few decades. These
include over population, energy crisis and global warming, etc. Adequate amount of power …

A meta-analysis on the price elasticity of energy demand

X Labandeira, JM Labeaga, X López-Otero - Energy policy, 2017 - Elsevier
Price elasticities of energy demand have become increasingly relevant in estimating the
socio-economic and environmental effects of energy policies or other events that influence …

A techno-economic feasibility of a stand-alone hybrid power generation for remote area application in Bangladesh

BK Das, N Hoque, S Mandal, TK Pal, MA Raihan - Energy, 2017 - Elsevier
A techno-economic feasibility of a stand-alone hybrid power generation for a remote
community in Bangladesh is carried out in this study. The proposed system integrates a …

Forecasting of natural gas consumption with artificial neural networks

J Szoplik - Energy, 2015 - Elsevier
In this study, the results of forecasting of the gas demand obtained with the use of artificial
neural networks are presented. Design and training of MLP (multilayer perceptron model) …

Using machine learning tools for forecasting natural gas consumption in the province of Istanbul

OF Beyca, BC Ervural, E Tatoglu, PG Ozuyar, S Zaim - Energy Economics, 2019 - Elsevier
Commensurate with unprecedented increases in energy demand, a well-constructed
forecasting model is vital to managing energy policies effectively by providing energy …

Natural gas trade network of countries and regions along the belt and road: Where to go in the future?

J Li, X Dong, Q Jiang, K Dong, G Liu - Resources Policy, 2021 - Elsevier
Based on a broad sample of 66 countries along the Belt and Road Initiative (BRI) covering
1992–2016, this study constructs the pipeline natural gas (PNG) and liquefied natural gas …

A MFO-based conformable fractional nonhomogeneous grey Bernoulli model for natural gas production and consumption forecasting

C Zheng, WZ Wu, W Xie, Q Li - Applied Soft Computing, 2021 - Elsevier
The demand for natural gas is expected to continuously increase due to its significant role in
the transition towards a low-carbon energy structure. Based on the nonhomogeneous grey …

Estimate the daily consumption of natural gas in district heating system based on a hybrid seasonal decomposition and temporal convolutional network model

J Song, L Zhang, Q Jiang, Y Ma, X Zhang, G Xue… - Applied Energy, 2022 - Elsevier
In recent years, natural gas was widely used as a primary clean energy source to replace
coal-fired in northern cities in China, whose objective is to reduce the severe environmental …

Forecasting of daily natural gas consumption on regional basis in Turkey using various computational methods

F Taşpınar, N Celebi, N Tutkun - Energy and buildings, 2013 - Elsevier
It is widely accepted that natural gas is a clean energy source that can be used to meet
energy demand for heating and industrial purpose among the fossil fuels and its usage …