An exponential smoothing method application to restoring lost data on electric power technical record-keeping in industrial enterprises

The paper studies in detail a problem of restoring single data of electric power technical record-keeping systems by means of exponential smoothing. A hypothesis of efficient finding the optimal value of smoothing constant α in the range of 0 < α < 2 is tested. Variation ranges for the mean ab...

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Autor principal:	Ya.S. Bederak
Formato:	article
Lenguaje:	EN RU UK
Publicado:	National Technical University "Kharkiv Polytechnic Institute" 2014
Materias:	exponential smoothing lost data restore absolute percentage error variation Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/49478f03b0e9452e9acd3e80a6e5b47d
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spelling	oai:doaj.org-article:49478f03b0e9452e9acd3e80a6e5b47d2021-12-02T17:54:05ZAn exponential smoothing method application to restoring lost data on electric power technical record-keeping in industrial enterprises2074-272X2074-272Xhttps://doaj.org/article/49478f03b0e9452e9acd3e80a6e5b47d2014-09-01T00:00:00Zhttp://eie.khpi.edu.ua/article/view/27356/24517https://doaj.org/toc/2074-272Xhttps://doaj.org/toc/2074-272XThe paper studies in detail a problem of restoring single data of electric power technical record-keeping systems by means of exponential smoothing. A hypothesis of efficient finding the optimal value of smoothing constant α in the range of 0 < α < 2 is tested. Variation ranges for the mean absolute percentage error of the forecast are specified versus values of the time series variation coefficient for specific electricity consumption processes with different data spread.Ya.S. BederakNational Technical University "Kharkiv Polytechnic Institute"articleexponential smoothinglost data restoreabsolute percentage errorvariationElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENRUUKElectrical engineering & Electromechanics, Iss 4, Pp 61-64 (2014)
institution	DOAJ
collection	DOAJ
language	EN RU UK
topic	exponential smoothing lost data restore absolute percentage error variation Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	exponential smoothing lost data restore absolute percentage error variation Electrical engineering. Electronics. Nuclear engineering TK1-9971 Ya.S. Bederak An exponential smoothing method application to restoring lost data on electric power technical record-keeping in industrial enterprises
description	The paper studies in detail a problem of restoring single data of electric power technical record-keeping systems by means of exponential smoothing. A hypothesis of efficient finding the optimal value of smoothing constant α in the range of 0 < α < 2 is tested. Variation ranges for the mean absolute percentage error of the forecast are specified versus values of the time series variation coefficient for specific electricity consumption processes with different data spread.
format	article
author	Ya.S. Bederak
author_facet	Ya.S. Bederak
author_sort	Ya.S. Bederak
title	An exponential smoothing method application to restoring lost data on electric power technical record-keeping in industrial enterprises
title_short	An exponential smoothing method application to restoring lost data on electric power technical record-keeping in industrial enterprises
title_full	An exponential smoothing method application to restoring lost data on electric power technical record-keeping in industrial enterprises
title_fullStr	An exponential smoothing method application to restoring lost data on electric power technical record-keeping in industrial enterprises
title_full_unstemmed	An exponential smoothing method application to restoring lost data on electric power technical record-keeping in industrial enterprises
title_sort	exponential smoothing method application to restoring lost data on electric power technical record-keeping in industrial enterprises
publisher	National Technical University "Kharkiv Polytechnic Institute"
publishDate	2014
url	https://doaj.org/article/49478f03b0e9452e9acd3e80a6e5b47d
work_keys_str_mv	AT yasbederak anexponentialsmoothingmethodapplicationtorestoringlostdataonelectricpowertechnicalrecordkeepinginindustrialenterprises AT yasbederak exponentialsmoothingmethodapplicationtorestoringlostdataonelectricpowertechnicalrecordkeepinginindustrialenterprises
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An exponential smoothing method application to restoring lost data on electric power technical record-keeping in industrial enterprises

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