Modeling daily peak electricity demand in Thailand

© Springer International Publishing Switzerland 2015. Modeling of daily peak electricity demand is very crucial for reliability and security assessments of electricity suppliers as well as of electricity regulators. The aim of this paper is to model the peak electricity demand using the dynamic Peak...

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Main Authors:	Jirakom Sirisrisakulchai, Songsak Sriboonchitta
Format:	Conference Proceeding
Published:	2018
Subjects:	Computer Science Mathematics
Online Access:	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84958550330&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/54369
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Institution:	Chiang Mai University

id	th-cmuir.6653943832-54369
record_format	dspace
spelling	th-cmuir.6653943832-543692018-09-04T10:19:27Z Modeling daily peak electricity demand in Thailand Jirakom Sirisrisakulchai Songsak Sriboonchitta Computer Science Mathematics © Springer International Publishing Switzerland 2015. Modeling of daily peak electricity demand is very crucial for reliability and security assessments of electricity suppliers as well as of electricity regulators. The aim of this paper is to model the peak electricity demand using the dynamic Peak-Over-Threshold approach. This approach uses the vector of covariates including time variable for modeling extremes. The effect of temperature and time dependence on shape and scale parameters of Generalized Pareto distribution for peak electricity demand is investigated and discussed in this article. Finally, the conditional return levels are computed for risk management. 2018-09-04T10:12:31Z 2018-09-04T10:12:31Z 2015-01-01 Conference Proceeding 03029743 2-s2.0-84958550330 10.1007/978-3-319-25135-6_43 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84958550330&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/54369
institution	Chiang Mai University
building	Chiang Mai University Library
country	Thailand
collection	CMU Intellectual Repository
topic	Computer Science Mathematics
spellingShingle	Computer Science Mathematics Jirakom Sirisrisakulchai Songsak Sriboonchitta Modeling daily peak electricity demand in Thailand
description	© Springer International Publishing Switzerland 2015. Modeling of daily peak electricity demand is very crucial for reliability and security assessments of electricity suppliers as well as of electricity regulators. The aim of this paper is to model the peak electricity demand using the dynamic Peak-Over-Threshold approach. This approach uses the vector of covariates including time variable for modeling extremes. The effect of temperature and time dependence on shape and scale parameters of Generalized Pareto distribution for peak electricity demand is investigated and discussed in this article. Finally, the conditional return levels are computed for risk management.
format	Conference Proceeding
author	Jirakom Sirisrisakulchai Songsak Sriboonchitta
author_facet	Jirakom Sirisrisakulchai Songsak Sriboonchitta
author_sort	Jirakom Sirisrisakulchai
title	Modeling daily peak electricity demand in Thailand
title_short	Modeling daily peak electricity demand in Thailand
title_full	Modeling daily peak electricity demand in Thailand
title_fullStr	Modeling daily peak electricity demand in Thailand
title_full_unstemmed	Modeling daily peak electricity demand in Thailand
title_sort	modeling daily peak electricity demand in thailand
publishDate	2018
url	https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84958550330&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/54369
_version_	1681424307931054080

Modeling daily peak electricity demand in Thailand

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