Digital twin modeling and intelligent risk assessment for comprehensive services in universities
A digital twin modeling method for comprehensive service management in universities was proposed, targeting their digital transformation. By combining generative artificial intelligence algorithms with digital twins, data from various aspects of university management were aggregated, including fire...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2024-11-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024241/ |
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| _version_ | 1841537101490814976 |
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| author | ZHANG Guoying LYU Shaoxian DUAN Jinlong ZHA Bin HUANG Xinchen |
| author_facet | ZHANG Guoying LYU Shaoxian DUAN Jinlong ZHA Bin HUANG Xinchen |
| author_sort | ZHANG Guoying |
| collection | DOAJ |
| description | A digital twin modeling method for comprehensive service management in universities was proposed, targeting their digital transformation. By combining generative artificial intelligence algorithms with digital twins, data from various aspects of university management were aggregated, including fire safety, energy consumption, and underground piping. A GenAI risk assessment model was proposed to achieve comprehensive monitoring and intelligent scheduling of campus resources. The proposed method accurately represents the complex and diverse comprehensive service entities in universities, predicts potential risks effectively, and helps improve the efficiency and quality of comprehensive service management. |
| format | Article |
| id | doaj-art-9c890eb94c6d4faab371c9c324c4b5ed |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2024-11-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-9c890eb94c6d4faab371c9c324c4b5ed2025-01-14T08:46:37ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2024-11-014518619779661498Digital twin modeling and intelligent risk assessment for comprehensive services in universitiesZHANG GuoyingLYU ShaoxianDUAN JinlongZHA BinHUANG XinchenA digital twin modeling method for comprehensive service management in universities was proposed, targeting their digital transformation. By combining generative artificial intelligence algorithms with digital twins, data from various aspects of university management were aggregated, including fire safety, energy consumption, and underground piping. A GenAI risk assessment model was proposed to achieve comprehensive monitoring and intelligent scheduling of campus resources. The proposed method accurately represents the complex and diverse comprehensive service entities in universities, predicts potential risks effectively, and helps improve the efficiency and quality of comprehensive service management.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024241/university comprehensive servicedigital twingenerative AIsmart campusdigital transformation |
| spellingShingle | ZHANG Guoying LYU Shaoxian DUAN Jinlong ZHA Bin HUANG Xinchen Digital twin modeling and intelligent risk assessment for comprehensive services in universities Tongxin xuebao university comprehensive service digital twin generative AI smart campus digital transformation |
| title | Digital twin modeling and intelligent risk assessment for comprehensive services in universities |
| title_full | Digital twin modeling and intelligent risk assessment for comprehensive services in universities |
| title_fullStr | Digital twin modeling and intelligent risk assessment for comprehensive services in universities |
| title_full_unstemmed | Digital twin modeling and intelligent risk assessment for comprehensive services in universities |
| title_short | Digital twin modeling and intelligent risk assessment for comprehensive services in universities |
| title_sort | digital twin modeling and intelligent risk assessment for comprehensive services in universities |
| topic | university comprehensive service digital twin generative AI smart campus digital transformation |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024241/ |
| work_keys_str_mv | AT zhangguoying digitaltwinmodelingandintelligentriskassessmentforcomprehensiveservicesinuniversities AT lyushaoxian digitaltwinmodelingandintelligentriskassessmentforcomprehensiveservicesinuniversities AT duanjinlong digitaltwinmodelingandintelligentriskassessmentforcomprehensiveservicesinuniversities AT zhabin digitaltwinmodelingandintelligentriskassessmentforcomprehensiveservicesinuniversities AT huangxinchen digitaltwinmodelingandintelligentriskassessmentforcomprehensiveservicesinuniversities |