Natural gas consumption forecasting: A discussion on forecasting history and future challenges

J Liu, S Wang, N Wei, X Chen, H Xie, J Wang - Journal of Natural Gas …, 2021 - Elsevier
Natural gas consumption forecasting technology has been researched for 70 years. This
paper reviews the history of natural gas consumption forecasting, and discusses the …

Forecasting natural gas consumption

B Soldo - Applied energy, 2012 - Elsevier
Publishing papers in the area of forecasting natural gas consumption has begun in the
middle of last century and led to a tremendous surge in research activities in the past …

Natural gas consumption forecast with MARS and CMARS models for residential users

A Özmen, Y Yılmaz, GW Weber - Energy Economics, 2018 - Elsevier
Prediction natural gas consumption is indispensable for efficient system operation and
required for planning decisions at natural gas Local Distribution Companies (LDCs) …

Short-term natural gas demand prediction based on support vector regression with false neighbours filtered

L Zhu, MS Li, QH Wu, L Jiang - Energy, 2015 - Elsevier
This paper presents a novel approach, named the SVR (support vector regression) based
SVRLP (support vector regression local predictor) with FNF-SVRLP (false neighbours …

Improving the residential natural gas consumption forecasting models by using solar radiation

B Soldo, P Potočnik, G Šimunović, T Šarić… - Energy and …, 2014 - Elsevier
Natural gas is known as a clean energy source used for space heating in residential
buildings. Residential sector is a major natural gas consumer that usually demands …

Forecasting of natural gas consumption in poland based on ARIMA-LSTM hybrid model

A Manowska, A Rybak, A Dylong, J Pielot - Energies, 2021 - mdpi.com
Natural gas is one of the main energy sources in Poland and accounts for about 15% of the
primary energy consumed in the country. Poland covers only 1/5 of its demand from …

[PDF][PDF] Forecasting natural gas: A literature survey

JG Tamba, SN Essiane, EF Sapnken, FD Koffi… - International Journal of …, 2018 - zbw.eu
This work presents a state-of-the-art survey of published papers that forecast natural gas
production, consumption or demand, prices and income elasticity, market volatility and hike …

Machine learning for energy-water nexus: challenges and opportunities

SMA Zaidi, V Chandola, MR Allen, J Sanyal… - Big Earth …, 2018 - Taylor & Francis
Modeling the interactions of water and energy systems is important to the enforcement of
infrastructure security and system sustainability. To this end, recent technological …

Forecasting natural gas consumption of China using a novel grey model

C Zheng, WZ Wu, J Jiang, Q Li - Complexity, 2020 - Wiley Online Library
As is known, natural gas consumption has been acted as an extremely important role in
energy market of China, and this paper is to present a novel grey model which is based on …

The fuzzy logic predictive model for remote increasing energy efficiency

S Hrehová, J Husár, L Knapčíková - Mobile Networks and Applications, 2023 - Springer
Currently, the use of natural gas is the most common way of heating buildings in Slovakia.
For this reason, it is important to deal with the search for different models aimed at optimal …