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Mathematical models of natural gas consumption
- 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.
- Subjects :
- Fuel Technology
Nuclear Energy and Engineering
Basis (linear algebra)
Mathematical model
Renewable Energy, Sustainability and the Environment
Chemistry
Natural gas consumption
Nonlinear model
Econometrics
Energy Engineering and Power Technology
Least absolute deviations
Least squares
natural gas consumption
mathematical model
least squares
least absolute deviations
Subjects
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