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Mathematical models of natural gas consumption

Authors :
Kristian Sabo
Rudolf Scitovski
Ivan Vazler
Marijana Zekić-Sušac
Source :
Energy Conversion and Management. 52:1721-1727
Publication Year :
2011
Publisher :
Elsevier BV, 2011.

Abstract

In this paper we consider the problem of natural gas consumption hourly forecast on the basis of hourly movement of temperature and natural gas consumption in the preceding period. There are various methods and approaches for solving this problem in the literature. Some mathematical models with linear and nonlinear model functions relating to natural gas consumption forecast with the past natural gas consumption data, temperature data and temperature forecast data are mentioned. The methods are tested on concrete examples referring to temperature and natural gas consumption for the area of the city of Osijek (Croatia) from the beginning of the year 2008. The results show that most acceptable forecast is provided by mathematical models in which natural gas consumption and temperature are related explicitly.

Details

ISSN :
01968904
Volume :
52
Database :
OpenAIRE
Journal :
Energy Conversion and Management
Accession number :
edsair.doi.dedup.....bb77000a18f0d1d076fe9ca2c971010b
Full Text :
https://doi.org/10.1016/j.enconman.2010.10.037