Statistical Models for Disaggregation and Reaggregation of Natural Gas Consumption Data

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985807%3A_____%2F15%3A00436216" target="_blank" >RIV/67985807:_____/15:00436216 - isvavai.cz</a>
Alternative codes found
RIV/00216208:11320/15:10285455
Result on the web
<a href="http://dx.doi.org/10.1080/02664763.2014.993365" target="_blank" >http://dx.doi.org/10.1080/02664763.2014.993365</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1080/02664763.2014.993365" target="_blank" >10.1080/02664763.2014.993365</a>

Result language
angličtina
Original language name
Statistical Models for Disaggregation and Reaggregation of Natural Gas Consumption Data
Original language description
In this paper, we present a unified framework for natural gas consumption modeling and forecasting. This consists of models of GAM class and their nonlinear extension, tailored for easy estimation, aggregation and treatment of the delayed relationship between temperature and consumption. Since the consumption data for households and small commercial customers are routinely available in many countries only as long-term sum meter readings, their disaggregation and possibly reaggregation to different timeintervals is necessary for a variety of purposes. We show some examples of specific models based on the presented framework and then we demonstrate their use in practice, especially for the disaggregation and reaggregation tasks.
Czech name
—
Czech description
—

Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BB - Applied statistics, operational research
OECD FORD branch
—

Project
—
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Similar results(10)