Construction of Intelligent Building Integrated Evaluation System Based on BIM Technology
In order to alleviate the impact of the old bridge by the environment and its own life and the problem of increasing maintenance cost, the intelligent building integrated evaluation system based on BIM technology is proposed. Firstly, based on BIM technology, an all-weather hardware monitoring syste...
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| Format: | Article |
| Language: | English |
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Wiley
2022-01-01
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| Series: | Advances in Multimedia |
| Online Access: | http://dx.doi.org/10.1155/2022/3807681 |
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| _version_ | 1832563125179645952 |
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| author | Mengmeng Song |
| author_facet | Mengmeng Song |
| author_sort | Mengmeng Song |
| collection | DOAJ |
| description | In order to alleviate the impact of the old bridge by the environment and its own life and the problem of increasing maintenance cost, the intelligent building integrated evaluation system based on BIM technology is proposed. Firstly, based on BIM technology, an all-weather hardware monitoring system is constructed by using multiple sensors laid on the bridge. The software communicates with the monitoring system through 5G public network and applies the unique advantages of deep neural network in classification to the assessment of the health status of old bridges with the help of the multiclassification convolutional neural network embedded in the software. The test results show that the preprocessed data is imported into the health diagnosis module for training, and the training accuracy reaches about 70%, and the loss curve is stable at about 0.5. Conclusion. The system meets the design requirements and solves the problem of difficult health diagnosis caused by long monitoring period and low efficiency of old bridges. The system has advantages of low difficulty in obtaining parameters, high precision, and accurate health assessment. |
| format | Article |
| id | doaj-art-f95d8305271648d8a5cd929eaec7fdae |
| institution | Kabale University |
| issn | 1687-5699 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Advances in Multimedia |
| spelling | doaj-art-f95d8305271648d8a5cd929eaec7fdae2025-02-03T01:21:04ZengWileyAdvances in Multimedia1687-56992022-01-01202210.1155/2022/3807681Construction of Intelligent Building Integrated Evaluation System Based on BIM TechnologyMengmeng Song0Sichuan TOP IT Vocational InstituteIn order to alleviate the impact of the old bridge by the environment and its own life and the problem of increasing maintenance cost, the intelligent building integrated evaluation system based on BIM technology is proposed. Firstly, based on BIM technology, an all-weather hardware monitoring system is constructed by using multiple sensors laid on the bridge. The software communicates with the monitoring system through 5G public network and applies the unique advantages of deep neural network in classification to the assessment of the health status of old bridges with the help of the multiclassification convolutional neural network embedded in the software. The test results show that the preprocessed data is imported into the health diagnosis module for training, and the training accuracy reaches about 70%, and the loss curve is stable at about 0.5. Conclusion. The system meets the design requirements and solves the problem of difficult health diagnosis caused by long monitoring period and low efficiency of old bridges. The system has advantages of low difficulty in obtaining parameters, high precision, and accurate health assessment.http://dx.doi.org/10.1155/2022/3807681 |
| spellingShingle | Mengmeng Song Construction of Intelligent Building Integrated Evaluation System Based on BIM Technology Advances in Multimedia |
| title | Construction of Intelligent Building Integrated Evaluation System Based on BIM Technology |
| title_full | Construction of Intelligent Building Integrated Evaluation System Based on BIM Technology |
| title_fullStr | Construction of Intelligent Building Integrated Evaluation System Based on BIM Technology |
| title_full_unstemmed | Construction of Intelligent Building Integrated Evaluation System Based on BIM Technology |
| title_short | Construction of Intelligent Building Integrated Evaluation System Based on BIM Technology |
| title_sort | construction of intelligent building integrated evaluation system based on bim technology |
| url | http://dx.doi.org/10.1155/2022/3807681 |
| work_keys_str_mv | AT mengmengsong constructionofintelligentbuildingintegratedevaluationsystembasedonbimtechnology |