POSSIBILITIES OF SELF-ORGANIZATION METHODS IN PREDICTING EMERGENCY SITUATIONS IN MINING
The article is directed at developing and substantiating one of the approaches to forecasting the individual residual resource of a particular mining equipment in operation in a coal mine clean-up area. The main causes, affecting the accuracy of forecasts, have been identified. The perspectivity of...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Publishing House of the State University of Management
2019-12-01
|
| Series: | Вестник университета |
| Subjects: | |
| Online Access: | https://vestnik.guu.ru/jour/article/view/1844 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832541806467743744 |
|---|---|
| author | I. S. Bondarenko V. V. Kupriyanov |
| author_facet | I. S. Bondarenko V. V. Kupriyanov |
| author_sort | I. S. Bondarenko |
| collection | DOAJ |
| description | The article is directed at developing and substantiating one of the approaches to forecasting the individual residual resource of a particular mining equipment in operation in a coal mine clean-up area. The main causes, affecting the accuracy of forecasts, have been identified. The perspectivity of using complex forecasts on several analogs with the help of spline functions for variables, characterizing the technological situations with GGOs, has been shown. The procedure of short-term forecasting of the multidimensional process of changing the average annual values of variables describing technological situations with the conveyor and lava supports in the breakage face has been adduced. Successfully predictable and non-predictable variables have been revealed. Conducted complex forecasts for different criteria of self-organization have allowed us to set the optimal number of analogs and to rank the f |
| format | Article |
| id | doaj-art-1aac980952dc45cea87b81fc5ec01a9b |
| institution | Kabale University |
| issn | 1816-4277 2686-8415 |
| language | English |
| publishDate | 2019-12-01 |
| publisher | Publishing House of the State University of Management |
| record_format | Article |
| series | Вестник университета |
| spelling | doaj-art-1aac980952dc45cea87b81fc5ec01a9b2025-02-04T08:28:01ZengPublishing House of the State University of ManagementВестник университета1816-42772686-84152019-12-01011627010.26425/1816-4277-2019-11-62-701544POSSIBILITIES OF SELF-ORGANIZATION METHODS IN PREDICTING EMERGENCY SITUATIONS IN MININGI. S. Bondarenko0V. V. Kupriyanov1National University of Science and Technology “MISiS”National University of Science and Technology “MISiS”The article is directed at developing and substantiating one of the approaches to forecasting the individual residual resource of a particular mining equipment in operation in a coal mine clean-up area. The main causes, affecting the accuracy of forecasts, have been identified. The perspectivity of using complex forecasts on several analogs with the help of spline functions for variables, characterizing the technological situations with GGOs, has been shown. The procedure of short-term forecasting of the multidimensional process of changing the average annual values of variables describing technological situations with the conveyor and lava supports in the breakage face has been adduced. Successfully predictable and non-predictable variables have been revealed. Conducted complex forecasts for different criteria of self-organization have allowed us to set the optimal number of analogs and to rank the fhttps://vestnik.guu.ru/jour/article/view/1844forecastanalogspline functionsbalance of discretizationsresourcetechnological situationmethod of aggregation |
| spellingShingle | I. S. Bondarenko V. V. Kupriyanov POSSIBILITIES OF SELF-ORGANIZATION METHODS IN PREDICTING EMERGENCY SITUATIONS IN MINING Вестник университета forecast analog spline functions balance of discretizations resource technological situation method of aggregation |
| title | POSSIBILITIES OF SELF-ORGANIZATION METHODS IN PREDICTING EMERGENCY SITUATIONS IN MINING |
| title_full | POSSIBILITIES OF SELF-ORGANIZATION METHODS IN PREDICTING EMERGENCY SITUATIONS IN MINING |
| title_fullStr | POSSIBILITIES OF SELF-ORGANIZATION METHODS IN PREDICTING EMERGENCY SITUATIONS IN MINING |
| title_full_unstemmed | POSSIBILITIES OF SELF-ORGANIZATION METHODS IN PREDICTING EMERGENCY SITUATIONS IN MINING |
| title_short | POSSIBILITIES OF SELF-ORGANIZATION METHODS IN PREDICTING EMERGENCY SITUATIONS IN MINING |
| title_sort | possibilities of self organization methods in predicting emergency situations in mining |
| topic | forecast analog spline functions balance of discretizations resource technological situation method of aggregation |
| url | https://vestnik.guu.ru/jour/article/view/1844 |
| work_keys_str_mv | AT isbondarenko possibilitiesofselforganizationmethodsinpredictingemergencysituationsinmining AT vvkupriyanov possibilitiesofselforganizationmethodsinpredictingemergencysituationsinmining |