Monthly power consumption forecasting of electrified sections on the basis of the selection of principal components of the series

Authors

  • V. G. Kuznetsov ДВНЗ «Днепропетровський національний університет залізничного транспорту ім. акад. В. Лазаряна», м. Днепропетровськ, Ukraine

DOI:

https://doi.org/10.31498/2225-6733.26.2013.30450

Keywords:

forecasting, traction substation, power consumption

Abstract

This article discusses the scientific basis of forecasting a power consumption of electrified sections on the basis of the allocation of principal series component. It’s selected a rational smoothing interval

Author Biography

V. G. Kuznetsov, ДВНЗ «Днепропетровський національний університет залізничного транспорту ім. акад. В. Лазаряна», м. Днепропетровськ

Доктор технічних наук, доцент

References

Бітюков С.Д. Оптимізація витрат Донецької залізниці при закупівлі електроенергії на тягу поїздів / С.Д. Бітюков, В.Г. Кузнецов, В.Г. Сиченко, Т.І. Кирилюк // Збірник наукових праць Української державної академії залізничного транспорту. – 2011. – № 122. – С. 93-100.

Бітюков С.Д. Оптимізація споживання електроенергії на електричному транспорті з використанням інформації автоматизованої системи комерційного обліку електроенергії / С.Д. Бітюков, В.Г. Кузнецов, В.Г. Сиченко // Проблеми загальної енергетики. – 2011. – №3(26). – С. 39-44.

Hotelling H. Analysis of a complex statistical variables into principal components / H. Hotelling // J. Educ. Psych. – 1994. – С. 417-441.

Golyandina N. The "Caterpillar"-SSA method for analysis of time series with missing values / N.Golyandina, E. Osipov // Journal of Statistical Planning and Inference. – 2007. – № 8. – С. 2642-2653.

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How to Cite

Kuznetsov, V. G. (2014). Monthly power consumption forecasting of electrified sections on the basis of the selection of principal components of the series. Reporter of the Priazovskyi State Technical University. Section: Technical Sciences, (26), 216–220. https://doi.org/10.31498/2225-6733.26.2013.30450

Issue

No. 26 (2013): Reporter of the Priazovskyi State Technical University. Section: Technical sciences

Section

Electrical engineering and power engineering

License

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