Article Title

Improvement of the method of prognostication the indicators of the current collection system under the increase of motion speeds

Journal: Journal of Transsib Railway Studies V.3(35), 2018
Journal thematic sections: Transport power engineering
Pages: 91-100
Authors: A. T. Burkov
udk: 004.032.26
Article reference
Burkov A. T. , Ermachkov G. R. , Ryzhkov A. V. Improvement of the method of prognostication the indicators of the current collection system under the increase of motion speeds Izvestiia Transsiba – The Trans-Siberian Bulletin, 2018, no. 3(35), pp. 91 – 100.

Abstract

A method for predicting the performance of the current collection with increasing speeds using machine learning is proposed. Methods for obtaining statistically reliable data on the contact pressure of current-carrying electric rolling stock without the need for direct measurement based on design data and analysis of external factors (weather, operational) accompanying the interaction are considered.