Počet záznamů: 1
Statistical Models for Disaggregation and Reaggregation of Natural Gas Consumption Data
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SYSNO ASEP 0436216 Druh ASEP J - Článek v odborném periodiku Zařazení RIV J - Článek v odborném periodiku Poddruh J Článek ve WOS Název Statistical Models for Disaggregation and Reaggregation of Natural Gas Consumption Data Tvůrce(i) Brabec, Marek (UIVT-O) RID, SAI, ORCID
Konár, Ondřej (UIVT-O) RID, SAI, ORCID
Malý, Marek (UIVT-O) RID, SAI
Kasanický, Ivan (UIVT-O) RID, ORCID
Pelikán, Emil (UIVT-O) SAI, RIDZdroj.dok. Journal of Applied Statistics. - : Taylor & Francis - ISSN 0266-4763
Roč. 42, č. 5 (2015), s. 921-937Poč.str. 17 s. Jazyk dok. eng - angličtina Země vyd. GB - Velká Británie Klíč. slova natural gas consumption ; semiparametric model ; standardized load profiles ; aggregation ; disaggregation ; 62P30 Vědní obor RIV BB - Aplikovaná statistika, operační výzkum Institucionální podpora UIVT-O - RVO:67985807 UT WOS 000349904500001 EID SCOPUS 84924253191 DOI 10.1080/02664763.2014.993365 Anotace 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 time intervals 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. Pracoviště Ústav informatiky Kontakt Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800 Rok sběru 2015
Počet záznamů: 1