Implementation of a neural network in overhead crane control
This work is aimed at proecting an automated control system for an overhead crane based on a neural network, which will replace the operator, but it is possible to transfer this control back to the operator. The paper considers an approach to the development of the necessary software for the correct...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2023-01-01
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| Series: | E3S Web of Conferences |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/26/e3sconf_uesf2023_01035.pdf |
| _version_ | 1797807995378204672 |
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| author | Kozhubaev Yuriy Ovchinnikova Elena Krotova Svetlana Murashov Yuriy Nushtaev Nikita |
| author_facet | Kozhubaev Yuriy Ovchinnikova Elena Krotova Svetlana Murashov Yuriy Nushtaev Nikita |
| author_sort | Kozhubaev Yuriy |
| collection | DOAJ |
| description | This work is aimed at proecting an automated control system for an overhead crane based on a neural network, which will replace the operator, but it is possible to transfer this control back to the operator. The paper considers an approach to the development of the necessary software for the correct operation of the crane, the choice of equipment suitable for the task. The final part describes the program blocks necessary for operation, as well as locks. |
| first_indexed | 2024-03-13T06:30:58Z |
| format | Article |
| id | doaj.art-79b032148d834aea83191a32ca04bd8e |
| institution | Directory Open Access Journal |
| issn | 2267-1242 |
| language | English |
| last_indexed | 2024-03-13T06:30:58Z |
| publishDate | 2023-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj.art-79b032148d834aea83191a32ca04bd8e2023-06-09T09:07:30ZengEDP SciencesE3S Web of Conferences2267-12422023-01-013890103510.1051/e3sconf/202338901035e3sconf_uesf2023_01035Implementation of a neural network in overhead crane controlKozhubaev Yuriy0Ovchinnikova Elena1Krotova Svetlana2Murashov Yuriy3Nushtaev Nikita4Saint Petersburg Mining UniversitySaint Petersburg Mining UniversitySaint Petersburg Mining UniversityPeter the Great St.Petersburg Polytechnic UniversityPeter the Great St.Petersburg Polytechnic UniversityThis work is aimed at proecting an automated control system for an overhead crane based on a neural network, which will replace the operator, but it is possible to transfer this control back to the operator. The paper considers an approach to the development of the necessary software for the correct operation of the crane, the choice of equipment suitable for the task. The final part describes the program blocks necessary for operation, as well as locks.https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/26/e3sconf_uesf2023_01035.pdf |
| spellingShingle | Kozhubaev Yuriy Ovchinnikova Elena Krotova Svetlana Murashov Yuriy Nushtaev Nikita Implementation of a neural network in overhead crane control E3S Web of Conferences |
| title | Implementation of a neural network in overhead crane control |
| title_full | Implementation of a neural network in overhead crane control |
| title_fullStr | Implementation of a neural network in overhead crane control |
| title_full_unstemmed | Implementation of a neural network in overhead crane control |
| title_short | Implementation of a neural network in overhead crane control |
| title_sort | implementation of a neural network in overhead crane control |
| url | https://www.e3s-conferences.org/articles/e3sconf/pdf/2023/26/e3sconf_uesf2023_01035.pdf |
| work_keys_str_mv | AT kozhubaevyuriy implementationofaneuralnetworkinoverheadcranecontrol AT ovchinnikovaelena implementationofaneuralnetworkinoverheadcranecontrol AT krotovasvetlana implementationofaneuralnetworkinoverheadcranecontrol AT murashovyuriy implementationofaneuralnetworkinoverheadcranecontrol AT nushtaevnikita implementationofaneuralnetworkinoverheadcranecontrol |