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articles

Authors: Krakovskij Y., Luzgin A.     Published in № 2(68) 29 april 2017 year
Rubric: Resource management

Forecasting of base indicators of transportation process based on a scenario approach

A technology of base indicators complex forecasting of transportation process of railway transport based on statistical and expert information using scenario approach have been developed. The cargo turnover and cargo transportation volume have been selected as base indicators. Complex forecasting based on four individual values with different weights: а) the value, which has been obtained by the first-order model; b) the value, which has been obtained by the first-order model; c) the value, which was obtained by the factor model; e) the point expert estimate of qualified specialists group. Developed algorithms and software using statistical and expert information of Ulan-Bator Railway in relation to the loading of goods have been approbated. It shows the good practical accuracy of complex forecasting based on the scenario approach.

Key words

scenario approach, multifactorial forecasting, turnover of goods, loading of goods, factor models, expert judgment.

The author:

Krakovskij Y.

Degree:

Dr of Technique, Professor, Irkutsk State University of Railway Transport

Location:

Irkutsk

The author:

Luzgin A.

Degree:

PhD in Technique, Irkutsk State University

Location:

Irkutsk