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JOURNALS // Upravlenie Bol'shimi Sistemami // Archive

UBS, 2010 Issue 31, Pages 92–109 (Mi ubs452)

This article is cited 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

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.

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