The use of predictive analysis algorithms and methods for the overhead contact line operation mode selection
The article tells about the problem of the railway infrastructure objects reliable, safe, and effective operation on an example of the overhead contact line operation mode rational selection. The overhead contact line operation mode modelling results are described. The model is considering exploitat...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2022-01-01
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| Series: | E3S Web of Conferences |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2022/30/e3sconf_interagromash2022_01049.pdf |
| _version_ | 1797951220330004480 |
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| author | Smerdin Aleksandr Ermachkov Gleb Sidorov Oleg Petin Daniil |
| author_facet | Smerdin Aleksandr Ermachkov Gleb Sidorov Oleg Petin Daniil |
| author_sort | Smerdin Aleksandr |
| collection | DOAJ |
| description | The article tells about the problem of the railway infrastructure objects reliable, safe, and effective operation on an example of the overhead contact line operation mode rational selection. The overhead contact line operation mode modelling results are described. The model is considering exploitation and climatic conditions and is based on the clusterization, classification, and neuronal network modelling methods for predictive analysis of a large amount of data. |
| first_indexed | 2024-04-10T22:27:11Z |
| format | Article |
| id | doaj.art-3988dfa4f31946df8c1321a23fb0c178 |
| institution | Directory Open Access Journal |
| issn | 2267-1242 |
| language | English |
| last_indexed | 2024-04-10T22:27:11Z |
| publishDate | 2022-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj.art-3988dfa4f31946df8c1321a23fb0c1782023-01-17T09:11:51ZengEDP SciencesE3S Web of Conferences2267-12422022-01-013630104910.1051/e3sconf/202236301049e3sconf_interagromash2022_01049The use of predictive analysis algorithms and methods for the overhead contact line operation mode selectionSmerdin Aleksandr0Ermachkov Gleb1Sidorov Oleg2Petin Daniil3Omsk State Transport UniversityOmsk State Transport UniversityOmsk State Transport UniversityOmsk State Transport UniversityThe article tells about the problem of the railway infrastructure objects reliable, safe, and effective operation on an example of the overhead contact line operation mode rational selection. The overhead contact line operation mode modelling results are described. The model is considering exploitation and climatic conditions and is based on the clusterization, classification, and neuronal network modelling methods for predictive analysis of a large amount of data.https://www.e3s-conferences.org/articles/e3sconf/pdf/2022/30/e3sconf_interagromash2022_01049.pdf |
| spellingShingle | Smerdin Aleksandr Ermachkov Gleb Sidorov Oleg Petin Daniil The use of predictive analysis algorithms and methods for the overhead contact line operation mode selection E3S Web of Conferences |
| title | The use of predictive analysis algorithms and methods for the overhead contact line operation mode selection |
| title_full | The use of predictive analysis algorithms and methods for the overhead contact line operation mode selection |
| title_fullStr | The use of predictive analysis algorithms and methods for the overhead contact line operation mode selection |
| title_full_unstemmed | The use of predictive analysis algorithms and methods for the overhead contact line operation mode selection |
| title_short | The use of predictive analysis algorithms and methods for the overhead contact line operation mode selection |
| title_sort | use of predictive analysis algorithms and methods for the overhead contact line operation mode selection |
| url | https://www.e3s-conferences.org/articles/e3sconf/pdf/2022/30/e3sconf_interagromash2022_01049.pdf |
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