METHODS OF REGRESSIVE ANALYSIS IN RESEARCHING THERMAL-CONSUMPTION IN RUSSIA
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...
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| Format: | Article |
| Language: | Russian |
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Plekhanov Russian University of Economics
2018-03-01
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| Series: | Вестник Российского экономического университета имени Г. В. Плеханова |
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| Online Access: | https://vest.rea.ru/jour/article/view/470 |
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| author | Valery A. Stennikov Tatyana V. Dobrovolskaya |
| author_facet | Valery A. Stennikov Tatyana V. Dobrovolskaya |
| author_sort | Valery A. Stennikov |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-25fbde3bd3ff4c59859243b20621be5b |
| institution | Kabale University |
| issn | 2413-2829 2587-9251 |
| language | Russian |
| publishDate | 2018-03-01 |
| publisher | Plekhanov Russian University of Economics |
| record_format | Article |
| series | Вестник Российского экономического университета имени Г. В. Плеханова |
| spelling | doaj-art-25fbde3bd3ff4c59859243b20621be5b2025-08-20T03:36:48ZrusPlekhanov Russian University of EconomicsВестник Российского экономического университета имени Г. В. Плеханова2413-28292587-92512018-03-010214215310.21686/2413-2829-2018-2-142-153455METHODS OF REGRESSIVE ANALYSIS IN RESEARCHING THERMAL-CONSUMPTION IN RUSSIAValery A. Stennikov0Tatyana V. Dobrovolskaya1Melentiev Energy Systems Institute of Siberian Branch of the Russian Academy of SciencesMelentiev Energy Systems Institute of Siberian Branch of the Russian Academy of SciencesSevere 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.https://vest.rea.ru/jour/article/view/470thermal consumptionregressionretrospectiveanalysisforecast |
| spellingShingle | Valery A. Stennikov Tatyana V. Dobrovolskaya METHODS OF REGRESSIVE ANALYSIS IN RESEARCHING THERMAL-CONSUMPTION IN RUSSIA Вестник Российского экономического университета имени Г. В. Плеханова thermal consumption regression retrospective analysis forecast |
| title | METHODS OF REGRESSIVE ANALYSIS IN RESEARCHING THERMAL-CONSUMPTION IN RUSSIA |
| title_full | METHODS OF REGRESSIVE ANALYSIS IN RESEARCHING THERMAL-CONSUMPTION IN RUSSIA |
| title_fullStr | METHODS OF REGRESSIVE ANALYSIS IN RESEARCHING THERMAL-CONSUMPTION IN RUSSIA |
| title_full_unstemmed | METHODS OF REGRESSIVE ANALYSIS IN RESEARCHING THERMAL-CONSUMPTION IN RUSSIA |
| title_short | METHODS OF REGRESSIVE ANALYSIS IN RESEARCHING THERMAL-CONSUMPTION IN RUSSIA |
| title_sort | methods of regressive analysis in researching thermal consumption in russia |
| topic | thermal consumption regression retrospective analysis forecast |
| url | https://vest.rea.ru/jour/article/view/470 |
| work_keys_str_mv | AT valeryastennikov methodsofregressiveanalysisinresearchingthermalconsumptioninrussia AT tatyanavdobrovolskaya methodsofregressiveanalysisinresearchingthermalconsumptioninrussia |