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Upravlenie Bol'shimi Sistemami, 2010, Issue 31, Pages 92–109 (Mi ubs452)  

This article is cited in 11 scientific papers (total in 11 papers)

Analysis and Synthesis of Control Systems

Implementation of connectionists systems for trade centers energy consumption forecasting

V. Kamaeva, M. Shcherbakova, D. Panchenkoa, N. Shcherbakovaa, A. Brebelsb

a Volgograd State Technical University
b Katholieke Hogeschool Kempen
References:
Abstract: The problem of energy consumption forecasting in trade centers in Holland and Belgium is considered in this paper. The forecast frameworks based on connectionists systems is suggested here. Paper presents the general description of the framework and the list of specific features connected with observed domain. There are several connectionists systems are implemented to solve forecast problem. They are based on average model, linear regression, neural networks. Models were tested with different set of input variables. In conclusion results and summary were presented.
Keywords: energy consumption forecasting, connectionism connectionists systems, average model, linear regression, neural networks.
Document Type: Article
UDC: 004.032.26 + 338.27
BBC: 65.23.22.18.22.172.31.29
Language: Russian
Citation: V. Kamaev, M. Shcherbakov, D. Panchenko, N. Shcherbakova, A. Brebels, “Implementation of connectionists systems for trade centers energy consumption forecasting”, UBS, 31 (2010), 92–109
Citation in format AMSBIB
\Bibitem{KamSchPan10}
\by V.~Kamaev, M.~Shcherbakov, D.~Panchenko, N.~Shcherbakova, A.~Brebels
\paper Implementation of connectionists systems for trade centers energy consumption forecasting
\jour UBS
\yr 2010
\vol 31
\pages 92--109
\mathnet{http://mi.mathnet.ru/ubs452}
Linking options:
  • https://www.mathnet.ru/eng/ubs452
  • https://www.mathnet.ru/eng/ubs/v31/p92
  • This publication is cited in the following 11 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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