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METHODS OF REGRESSIVE ANALYSIS IN RESEARCHING THERMAL-CONSUMPTION IN RUSSIA

https://doi.org/10.21686/2413-2829-2018-2-142-153

Abstract

Severe climate in Russia stipulates high social and economic significance of heat supply for customers. Due to the fact, high-quality monitoring of its condition and plans for developing heat supply in the country and its regions form the strategic line of investigations and decision-making dealing with organization of efficient heat supply of customers. The article proposes methods of regressive analysis applied to research in the field of thermal power consumption by the population, industrial and social entities. The authors demonstrate findings of the research concerning the dependence of changes in thermal consumption on a number of social, technical and economic parameters. Retrospective dynamics of thermal consumption changes was described with the help of one- and multi-parametric linear and non-linear regressive equations. The obtained regressive models were tested in forecasting the level of thermal consumption for the medium and short-term period. 

About the Authors

Valery A. Stennikov
Melentiev Energy Systems Institute of Siberian Branch of the Russian Academy of Sciences
Russian Federation

Corresponding Member of the RAS, Doctor of Engineering Sciences, Professor, Acting Director

130 Lermontova str., Irkutsk, 664033



Tatyana V. Dobrovolskaya
Melentiev Energy Systems Institute of Siberian Branch of the Russian Academy of Sciences
Russian Federation

Lead engineer 

130 Lermontova str., Irkutsk, 664033



References

1. Dobrovol'skaya T. V., Stennikov V. A. Monitoring i prognozirovanie teplopotrebleniya s pomoshch'yu regressionnykh modeley [Monitoring and Forecasting Thermal Consumption by Regressive Models]. Modeling and Forecasting Social, Ecologic and Economic Development of the Region: materials of the All-Russian Youth School-Conference with Foreign Participation. Ulan-Ude, Publishing house BNC CO RAN, 2016, pp. 126–133. (In Russ.).

2. Mastepanov A. M. Toplivno-energeticheskiy kompleks Rossii na rubezhe vekov – sostoyanie, problemy i perspektivy razvitiya [The Fuel and Power Complex of Russia at the Turn of Centuries – Condition, Challenges and Prospects of Development]. Reference – Analytical Collection of Materials, 3rd edition, amended and altered. Novosibirsk, Nauka, 2010. (In Russ.).

3. Nekrasov A. S. Analiz i prognozy razvitiya otrasley toplivno-energeticheskogo kompleksa. Izbrannye trudy [Analysis and Forecasts of Development of the Fuel and Power Complex Industries. Selected Works]. Moscow, Published by ‘LETO Industries’, 2013. (In Russ.).

4. Ferster E., Renz B. Methods of Correlative and Regressive Analysis, translated from German, foreword by V.M. Ivanova. Moscow, Finance and Statistics, 1983. (In Russ.).


Review

For citations:


Stennikov V.A., Dobrovolskaya T.V. METHODS OF REGRESSIVE ANALYSIS IN RESEARCHING THERMAL-CONSUMPTION IN RUSSIA. Vestnik of the Plekhanov Russian University of Economics. 2018;(2):142-153. (In Russ.) https://doi.org/10.21686/2413-2829-2018-2-142-153

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ISSN 2413-2829 (Print)
ISSN 2587-9251 (Online)