Application of 5G + edge computing technology in intelligent monitoring construction of electricity business office
Abstract This paper proposes an architecture design of intelligent electric power business hall based on 5G + edge computing technology, which includes three layers: business layer, platform layer and network layer, and realizes intelligent service, management and operation and maintenance of electr...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Springer
2025-05-01
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| Series: | Discover Artificial Intelligence |
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| Online Access: | https://doi.org/10.1007/s44163-025-00293-x |
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| _version_ | 1849734137027493888 |
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| author | Wei Cui Junwei Li Wei Ge Bo Zhang Tianwei Liu |
| author_facet | Wei Cui Junwei Li Wei Ge Bo Zhang Tianwei Liu |
| author_sort | Wei Cui |
| collection | DOAJ |
| description | Abstract This paper proposes an architecture design of intelligent electric power business hall based on 5G + edge computing technology, which includes three layers: business layer, platform layer and network layer, and realizes intelligent service, management and operation and maintenance of electric power business hall. This paper proposes a heterogeneous node deployment algorithm based on regional density, which divides the network regionally by raster and heterogeneous node communication range, and determines the optimal location of heterogeneous nodes by regional density, realizing the reasonable allocation and utilization of network resources. This paper also proposes an edge scheduling algorithm based on game theory, which enables each edge device to choose the optimal data processing task according to its own utility function through a non-cooperative game model, realizing the optimization of the efficacy and accuracy of data processing. The experimental results show that the intelligent monitoring system of the electric power business hall performs well in the aspects of passenger flow statistics, service evaluation and security warning, and at the same time has good system performance, providing powerful technical support for the operation and management of the business hall. This research not only realizes advanced intelligent monitoring functions, but also provides new perspectives on the application of 5G and edge computing in the field of security monitoring theoretically. At the practical level, the results of this research help to improve the security and efficiency of business office environments. |
| format | Article |
| id | doaj-art-81d74ea82c9d4d9ea25c9e5e3d2243d9 |
| institution | DOAJ |
| issn | 2731-0809 |
| language | English |
| publishDate | 2025-05-01 |
| publisher | Springer |
| record_format | Article |
| series | Discover Artificial Intelligence |
| spelling | doaj-art-81d74ea82c9d4d9ea25c9e5e3d2243d92025-08-20T03:07:51ZengSpringerDiscover Artificial Intelligence2731-08092025-05-015111710.1007/s44163-025-00293-xApplication of 5G + edge computing technology in intelligent monitoring construction of electricity business officeWei Cui0Junwei Li1Wei Ge2Bo Zhang3Tianwei Liu4State Grid Hebei Electric Power Co., Ltd.State Grid Hebei Marketing Service CenterState Grid Hebei Electric Power Co., Ltd.State Grid Hebei Marketing Service CenterState Grid Hebei Electric Vehicle Service Co.,Ltd.Abstract This paper proposes an architecture design of intelligent electric power business hall based on 5G + edge computing technology, which includes three layers: business layer, platform layer and network layer, and realizes intelligent service, management and operation and maintenance of electric power business hall. This paper proposes a heterogeneous node deployment algorithm based on regional density, which divides the network regionally by raster and heterogeneous node communication range, and determines the optimal location of heterogeneous nodes by regional density, realizing the reasonable allocation and utilization of network resources. This paper also proposes an edge scheduling algorithm based on game theory, which enables each edge device to choose the optimal data processing task according to its own utility function through a non-cooperative game model, realizing the optimization of the efficacy and accuracy of data processing. The experimental results show that the intelligent monitoring system of the electric power business hall performs well in the aspects of passenger flow statistics, service evaluation and security warning, and at the same time has good system performance, providing powerful technical support for the operation and management of the business hall. This research not only realizes advanced intelligent monitoring functions, but also provides new perspectives on the application of 5G and edge computing in the field of security monitoring theoretically. At the practical level, the results of this research help to improve the security and efficiency of business office environments.https://doi.org/10.1007/s44163-025-00293-x5GEdge computing technologyElectric power business officeIntelligent monitoring construction |
| spellingShingle | Wei Cui Junwei Li Wei Ge Bo Zhang Tianwei Liu Application of 5G + edge computing technology in intelligent monitoring construction of electricity business office Discover Artificial Intelligence 5G Edge computing technology Electric power business office Intelligent monitoring construction |
| title | Application of 5G + edge computing technology in intelligent monitoring construction of electricity business office |
| title_full | Application of 5G + edge computing technology in intelligent monitoring construction of electricity business office |
| title_fullStr | Application of 5G + edge computing technology in intelligent monitoring construction of electricity business office |
| title_full_unstemmed | Application of 5G + edge computing technology in intelligent monitoring construction of electricity business office |
| title_short | Application of 5G + edge computing technology in intelligent monitoring construction of electricity business office |
| title_sort | application of 5g edge computing technology in intelligent monitoring construction of electricity business office |
| topic | 5G Edge computing technology Electric power business office Intelligent monitoring construction |
| url | https://doi.org/10.1007/s44163-025-00293-x |
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