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A. A. Chernysh
A. A. Chernysh
Saint Petersburg State Mining Institute (Technical University)
Saint Petersburg State Mining Institute (Technical University)

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Articles

Geotechnical engineering, powerengineering and automation
  • Date submitted
    2009-08-02
  • Date accepted
    2009-10-29
  • Date published
    2010-02-01

Forecasting the power consumption of mines on the basis of stochastic time-series models

Article preview

The paper is devoted to building up time series models to forecast the power consumption of a mine. The results discussed are obtained using various linear filter models and artificial neural network. The wavelet transform of the raw time series is shown to be an efficient technique to increase the forecasting accuracy.

How to cite: Chernysh A.A., Shonin O.B. Forecasting the power consumption of mines on the basis of stochastic time-series models // Journal of Mining Institute. 2010. Vol. 186. p. 165-169.