A Review on Current Advances of Intelligent Construction Based on Bibliometric Analysis
Publication: ICCREM 2022
ABSTRACT
With the development of information technologies and the transformation and upgrading of architecture, engineering, and construction (AEC) industry, intelligent construction is gaining increasing attention. Integrating with construction industrialization, intelligent construction has become an important way to achieve high-quality development of the AEC industry. To grasp the research development status of intelligent construction and explore future research opportunities, this study takes the database of Web of Science (WOS) and China National Knowledge Infrastructure (CNKI) as the data source and carries out a bibliometric analysis of related research based on VOSviewer and Gephi. For English articles, the studies earlier focused on theoretical methods and gradually transitioned to the engineering practice. Although it starts relatively later according to Chinese articles, intelligent construction has a rapid development in recent years and shows close interactions with engineering practice. Finally, this paper puts forward research prospects, in order to provide some directions for the research of intelligent construction and contribute to the upgrading and transformation of the AEC industry.
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REFERENCES
Bai, X. J. (2021). “Study of prefabricated assembly building based on EBIM cloud platform for construction management.” Railway Construction Technology, 11, 165–169. (in Chinese).
Bastian, M., Heymann, S., and Jacomy, M. (2009). “Gephi: An open source software for exploring and manipulating networks.” Proceedings of the International AAAI Conference on Web and Social Media, California, U.S., 361–362.
Bureerat, S., and Pholdee, N. (2016). “Optimal truss sizing using an adaptive differential evolution algorithm.” Journal of Computing in Civil Engineering, 30(2), 04015019.
Cha, Y. J., Choi, W., Suh, G., Mahmoudkhani, S., and Büyüköztürk, O. (2018). “Autonomous structural visual inspection using region-based deep learning for detecting multiple damage types.” Computer-Aided Civil and Infrastructure Engineering, 33(9), 731–747.
Chen, C., Zhu, Z. H., and Hammad, A. (2020). “Automated excavators activity recognition and productivity analysis from construction site surveillance videos.” Automation in Construction, 110, 103045.
Chen, H. L., Yang, X. J., Jiang, J., and Yu, Z. (2021). “Research progress of multi-source sensor data and BIM interactive interface technology of internet of things in intelligent construction sites.” Sichuan Architecture, 41(S1), 181–183. (in Chinese).
Chen, J. H., Su, M. C., Azzizi, V. T., Wang, T. K., and Lin, W. J. (2021). “Smart project management: Interactive platform using natural language processing technology.” Applied Sciences-Basel, 11(4), 1597.
Chen, Y. P. (2021). “Talking about the technical points of ‘intelligent construction site’ to promote construction safety management.” Construction Safety, 36(12), 66–68. (in Chinese).
Cheng, M. Y., Kusoemo, D., and Gosno, R. A. (2020). “Text mining-based construction site accident classification using hybrid supervised machine learning.” Automation in Construction, 118, 103265.
Dai, W. Y. (2017). Research on Prefabricated Constructions Based on BIM Technology. Wuhan University, Hubei, China, 4–21. (in Chinese).
Deng, J., Ma, X. J., and Bi, Q. (2014). “A comparative study of social network analysis tools Ucinetand and Gephi.” ITA., 37(8), 133–138. (in Chinese).
Fan, Q. X., Lin, P., Wei, P. C., Ning, Z. Y., and Li, G. (2021). “Closed-loop control theory of intelligent construction.” Journal of Tsinghua University (Natural Science), 61(7), 660–670. (in Chinese).
Gharehchopogh, F. S., and Khalifelu, Z. A. (2011). “Analysis and evaluation of unstructured data: text mining versus natural language processing.” International Conference on Application of Information and Communication Technologies (AICT), Baku, Azerbaijan, 1–4.
Gu, C. J. (2021). “Application of BIM technology in the deepening of hospital mechanical and electrical construction drawings.” Detailed design and BIM Technology, 11, 60–63. (in Chinese).
Han, B. (2021). “Application of BIM technology in prefabricated building.” Intelligent Building and Smart City, 10, 68–69. (in Chinese).
Li, Y. J. (2021). “Research on the application of BIM technology in detailed design of prefabricated buildings.” Intelligent Building and Smart City, 10, 47–48. (in Chinese).
Li, Y. P., Ma, X. F., Liang, X., and Deng, Y. (2016). “Research on information management of green construction based on Cloud-BIM.” Construction Technology, 45(18), 48–53. (in Chinese).
Liao, Y. P. (2020). “Accelerating construction industry transformation of and promoting high quality development - interpretation of the guiding opinions on promotion coordinated development of intelligent construction and construction industrialization.” Housing Industry, 09, 10–11. (in Chinese).
Lin, F. Q. (2021). “Construction robot and smart site application starting point and the fall point.” Mechanical Management And Development, 36(02), 266–269. (in Chinese).
Lin, J. R., and Wu, D. P. (2021). “An approach to twinning and mining collaborative network of construction projects.” Automation in Construction, 125, 103643.
Lin, J. R., Zhang, J. P., Zhang, X. Y., and Hu, Z. Z. (2019). “Automating closed-loop structural safety management for bridge construction through multisource data integration.” Advances in Engineering Software, 128, 152–168.
Liu, D. D., Zhao, Y. S., Yue, Y. Y., Du, K., and Guo, Y. T. (2017). “Application of BIM technology in assembly building design and construction.” Building Structure, 45(18), 48–53. (in Chinese).
Liu, Z. S., Liu, S. N., Zhao, Y. H., and Du, X. L. (2019). “Development status and future trends of intelligent construction technology.” Architecture Technology, 50(7), 772–779. (in Chinese).
Liu, Z. S., Sun, X. T., and Shi, G. L. (2021). “Summary of application of intelligent construction in civil engineering construction.” Construction Technology, 50(13), 40–53. (in Chinese).
Liu, Z. S., Zhao, M., and Xu, R. L. (2013). “Application of BIM in the architectural design, construction and management of buildings.” Building Technique Development, 40(03), 65–71. (in Chinese).
Mai, Y. F., Zhang, Q. W., and Sha, J. Q. (2020). “An integrated smart construction management system based on BIM+IoT system.” Construction Economy, 41(06), 61–64. (in Chinese).
Meng, C. X. (2015). “Application requirements for big data and cloud computing technology in rail transit engineering.” Journal of Information Technology in Civil Engineering and Architecture, 7(05), 62–66. (in Chinese).
Meng, N. (2021). “The era of construction robots has come.” Construction and Architecture, 16, 5. (in Chinese).
Qi, B. K., and Li, C. F. (2014). “Research on the whole lifecycle of prefabricated construction management based on BIM technology.” Construction Technology, 43(15), 25–29. (in Chinese).
Shi, H., and Huang, J. (2021). “Analysis of key points in the design of prefabricated building structures.” Engineering and Technology Research, 6(16), 239–240. (in Chinese).
Sobhkhiz, S., Zhou, Y. C., Lin, J. R., and El-Diraby, T. E. (2021). “Framing and evaluating the best practices of IFC-Based automated rule checking: A case study.” Buildings, 11(10), 456.
Song, X. F., and Chi, P. J. (2016). “Comparative study of the data analysis results by Vosviewer and Citespace.” Information Science, 34(7), 108–146. (in Chinese).
Su, S. L., Lei, J., Ma, S. P., Ding, P. R., and Qi, Z. R. (2019). “Research and application on technology of intelligent building robot.” Construction Technology, 48(22), 16–18+25. (in Chinese).
Tang, S., Shelden, D. R., Eastman, C. M., Pishdad-Bozorgi, P., and Gao, X. (2019). “A review of building information modeling (BIM) and the internet of things (IoT) devices integration: Present status and future trends.” Automation in Construction, 101, 127–139.
Tian, D. F. (2017). Research on the Application of BIM Technology in Prefabricated Concrete Housing Construction. Hubei University of Technology, Hubei, China, 13–26. (in Chinese).
Wang, M. C. (2016). Research on the security early warning method of building construction projects based on PSO-SVM model. Shanghai University of Engineering Science, Shanghai, China, 17–46. (in Chinese).
Wang, X. C., Tang, Q., Dong, Z. S., and Wang, R. H. (2021). “Application of BIM + technologies in construction management of prefabricated buildings.” Construction Economy, 42(11), 19–24. (in Chinese).
Wang, X. G., Yang, R. L., and Chen, Z. J. (2020). “Development and application of intelligent temperature monitoring system for mass concrete.” Port and Waterway Engineering, 01, 118–121+143. (in Chinese).
Wang, Z. W., Ma, W. B., Wang, Z. H., Zhang, S. L., and Guo, X. L. (2020). “Prefabricated tunnel structure intelligent construction system based on lightweight BIM technology, RFID technology and ERP system.” China Railway, 1, 16–21. (in Chinese).
Wu, C., Li, X., Guo, Y., Wang, J., Ren, Z., Wang, M., and Yang, Z. (2022). “Natural language processing for smart construction: Current status and future directions.” Automation in Construction, 134, 104059.
Xu, J. Y., Chen, H., and Xiong, Y. Y. (2021). “Comparison of domestic and foreign research on natural ventilation of buildings based on bibliometric analysis.” South Architecture, 6, 114–123. (in Chinese).
Xu, K., Zhang, G. X., and Jiang, C. B. (2021). “Design and application of BIM-based parametric family library in PC component.” Fujian Architecture and Construction, 11, 186–190. (in Chinese).
Xu, R., and Ye, F. Y. (2022). “Three-dimensional visual water conservancy safety monitoring system based on digital twin technology.” Express Water Resources and Hydropower Information, 43(01), 87–91. (in Chinese).
Yan, J. H., and Li, B. L. (2020). “Research hotspots and tendency of intelligent manufacturing.” Chinese Science Bulletin, 65(8), 684–694. (in Chinese).
Ye, B. (2021a). “Current situation and development trend of intelligent construction of prefabricated buildings.” Intelligent Building and Smart City, 09, 104–105. (in Chinese).
Ye, J. M. (2021b). “BIM-based integrated construction system for prefabricated buildings.” Intelligent City, 7(24), 29–30. (in Chinese).
Yu, J. Q., Cao, J. F., and Lei, X. K. (2016). “Current situation and prospects of construction robot research.” Automation Panorama, 08, 68–75. (in Chinese).
Zhang, W., Liao, Y. X., Jiang, L., and Zhao, T. S. (2021). “Safety monitoring system of tower crane based on internet of things.” China Safety Science Journal, 31(02), 55–62. (in Chinese).
Zhou, K. Z., Lu, N., Liu, T. Y., Li, X. M., and Huang, Y. C. (2020). “Application of BIM and prefabricated technology in Qingdao international conference center project.” Construction Technology, 49(16), 28–30+35. (in Chinese).
Zhou, W. B., Jiang, J., and Xiong, C. (2012). “Research on the application of BIM technology in prefabricated concrete housing.” Construction Technology, 41(22), 72–74. (in Chinese).
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ICCREM 2022
Pages: 340 - 355
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Published online: Dec 15, 2022
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