Intelligent correlation method of typical business data in power communication operation management
In the process of power communication operation management, various independent business data, such as trouble tickets, duty logs, maintenance tickets, and inspection records, are generated and stored.These business data provide important support for the operation management of the power communicati...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2021-02-01
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| Series: | Dianxin kexue |
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| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021014/ |
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| author | Guilong WU Zhimin YANG Yu HUANG |
| author_facet | Guilong WU Zhimin YANG Yu HUANG |
| author_sort | Guilong WU |
| collection | DOAJ |
| description | In the process of power communication operation management, various independent business data, such as trouble tickets, duty logs, maintenance tickets, and inspection records, are generated and stored.These business data provide important support for the operation management of the power communication network.At present, the statistical process of most business data is relatively independent, and there is less manual correlation in the later stage.Two typical business data of duty log and trouble ticket in power communication operation management were selected, text mining technology was used to build a machine learning model combining unsupervised recall and supervised classification, and the intelligent association method between duty log and trouble ticket was proposed.Besides, the relevant historical business data in the electric power communication operation management system was used to do the experimental verification of the intelligent association method.The results show that it can achieve positive effect. |
| format | Article |
| id | doaj-art-469b19904635432da63b1427e47fc19c |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2021-02-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-469b19904635432da63b1427e47fc19c2025-01-15T03:25:55ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012021-02-013716417259807017Intelligent correlation method of typical business data in power communication operation managementGuilong WUZhimin YANGYu HUANGIn the process of power communication operation management, various independent business data, such as trouble tickets, duty logs, maintenance tickets, and inspection records, are generated and stored.These business data provide important support for the operation management of the power communication network.At present, the statistical process of most business data is relatively independent, and there is less manual correlation in the later stage.Two typical business data of duty log and trouble ticket in power communication operation management were selected, text mining technology was used to build a machine learning model combining unsupervised recall and supervised classification, and the intelligent association method between duty log and trouble ticket was proposed.Besides, the relevant historical business data in the electric power communication operation management system was used to do the experimental verification of the intelligent association method.The results show that it can achieve positive effect.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021014/power communication operation managementtypical business dataduty logtrouble ticketintelligent association method |
| spellingShingle | Guilong WU Zhimin YANG Yu HUANG Intelligent correlation method of typical business data in power communication operation management Dianxin kexue power communication operation management typical business data duty log trouble ticket intelligent association method |
| title | Intelligent correlation method of typical business data in power communication operation management |
| title_full | Intelligent correlation method of typical business data in power communication operation management |
| title_fullStr | Intelligent correlation method of typical business data in power communication operation management |
| title_full_unstemmed | Intelligent correlation method of typical business data in power communication operation management |
| title_short | Intelligent correlation method of typical business data in power communication operation management |
| title_sort | intelligent correlation method of typical business data in power communication operation management |
| topic | power communication operation management typical business data duty log trouble ticket intelligent association method |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2021014/ |
| work_keys_str_mv | AT guilongwu intelligentcorrelationmethodoftypicalbusinessdatainpowercommunicationoperationmanagement AT zhiminyang intelligentcorrelationmethodoftypicalbusinessdatainpowercommunicationoperationmanagement AT yuhuang intelligentcorrelationmethodoftypicalbusinessdatainpowercommunicationoperationmanagement |