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Natural Gas

SYSNO ASEP	0348314
Druh ASEP	M - Kapitola v monografii
Zařazení RIV	C - Kapitola v knize
Název	Statistical Model of Segment-Specific Relationship Between Natural Gas Consumption and Temperature in Daily and Hourly Resolution
Tvůrce(i)	Brabec, Marek (UIVT-O)_{RID, SAI, ORCID} Malý, Marek (UIVT-O)_{RID, SAI} Pelikán, Emil (UIVT-O)_{SAI, RID} Konár, Ondřej (UIVT-O)_{RID, SAI, ORCID}
Zdroj.dok.	Natural Gas. - Rijeka : Sciyo, 2010 / Potočnik P. - ISBN 978-953-307-112-1
Rozsah stran	s. 393-416
Poč.str.	24 s.
Poč.str.knihy	606
Jazyk dok.	eng - angličtina
Země vyd.	HR - Chorvatsko
Klíč. slova	natural gas consumption ; semiparametric modeling ; statistical modeling ; temperature response
Vědní obor RIV	JE - Nejaderná energetika, spotřeba a využití energie
CEP	1ET400300513 GA AV ČR - Akademie věd
Další zdroj	I
CEZ	AV0Z10300504 - UIVT-O (2005-2011)
UT WOS	000363693000018
DOI	10.5772/9855
Anotace	We describe a statistical model which was developed from first principles and from empirical behavior of real data to characterize the relationship between the consumption of natural gas and temperature in several segments of a typical gas utility company's customer pool. Specifically, we will deal with household and small+medium (HOU+SMC) size commercial customers. The model is suitable for disaggregation of various observed functionals of the observed consumption process into smaller pieces, e.g. disaggregation of sums across both individual customers and time into original components. This amounts to (semiparametric statistical) estimation of the individual pieces and/or subsequent synthesis into other functionals of interest. The model is built as a GAM (generalized additive model) with a nonlinear temperature response and it has quite rich dynamic component. We formulate the model first in generality and then we illustrate its behavior on real data from a large scale project.
Pracoviště	Ústav informatiky
Kontakt	Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800
Rok sběru	2011

Počet záznamů: 1