Issue
Int. J. Metrol. Qual. Eng.
Volume 17, 2026
Topical Issue - Measurement and Instrumentation for Coastal and Marine Geology
Article Number 4
Number of page(s) 21
DOI https://doi.org/10.1051/ijmqe/2025014
Published online 04 February 2026
  1. P. Pan, S.H. Sun, J.X. Feng, J.T. Wen, J.R. Lin, H.S. Wang, Intelligent monitoring system for deep foundation pit based on digital twin, Buildings 15, 366 (2025) [Google Scholar]
  2. W. Cheng, Y. Pan, Z. Ma, Y. Cai, Y. Li, T. Peng, Tunnel construction site monitoring and digital twin system, in: 2024 26th Int. Conf. on Adv. Commun. Technol. (ICACT), IEEE, 2024, pp. 389–394 [Google Scholar]
  3. L. Zhang, J. Guo, X. Fu, R.L.K. Tiong, P. Zhang, Digital twin enabled real-time advanced control of TBM operation using deep learning methods, Autom. Constr. 158, 105240 (2024) [Google Scholar]
  4. C. Yu, Z. Liu, H. Wang, G. Shi, T. Song, Intelligent analysis of construction safety of large underground space based on digital twin, Buildings 14, 1551 (2024) [Google Scholar]
  5. X. Cheng, C. Wang, F. Liang, H. Wang, X.B. Yu, A preliminary investigation on enabling digital twin technology for operations and maintenance of urban underground infrastructure, AI Civil Eng. 3, 4 (2024) [Google Scholar]
  6. S.W. Yang, Y. Lee, S.A. Kim, Design and validation of a real-time maintenance monitoring system using BIM and digital twin integration, Buildings 15, 1312 (2025) [Google Scholar]
  7. G. Liu, Y. Tang, H. Zhang, R. Li, H. Wang, B. Liu et al., Advances in artificial intelligence and digital twin for tunnel boring machines, Artif. Intell. Rev. 58, 257 (2025) [Google Scholar]
  8. A. Sharafat, W.A. Tanoli, M.U. Zubair, K.M. Mazher, Digital twin-driven stability optimization framework for large underground caverns, Appl. Sci. 15, 4481 (2025) [Google Scholar]
  9. H. Salzgeber, M. Ernst, L. Schneiderbauer, M. Flora, From digital model to digital twin in tunnel construction, Civil Eng. Des. 6, 74–83 (2024) [Google Scholar]
  10. Y. Li, Constructing the intelligent expressway traffic monitoring system using the internet of things and inspection robot, J. Supercomput. 80, 8742–8766 (2024) [Google Scholar]
  11. X. Liang, W. Cheng, C. Zhang, L. Wang, X. Yan, Q. Chen, YOLOD: A task decoupled network based on YOLOv5, IEEE Trans. Consum. Electron. 69, 775–785 (2023) [Google Scholar]
  12. W. Luo, J. Zheng, Y. Miao, L. Gao, Raspberry Pi-based IoT system for grouting void detection in tunnel construction, Buildings 14, 3349 (2024) [Google Scholar]
  13. D. Wu, A. Zheng, W. Yu, H. Cao, Q. Ling, J. Liu, D. Zhou, Digital twin technology in transportation infrastructure: a comprehensive survey of current applications, challenges, and future directions, Appl. Sci. 15, 1911 (2025) [Google Scholar]
  14. W. Tan, S. Wu, Y. Li, Q. Guo, Digital twins' application for geotechnical engineering: A review of current status and future directions in China, Appl. Sci. 15, 8229 (2025) [Google Scholar]
  15. Y. Pang, T. He, S. Liu, X. Zhu, C. Lee, Triboelectric nanogenerator‐enabled digital twins in civil engineering infrastructure 4.0: a comprehensive review, Adv. Sci. 11, 2306574 (2024) [Google Scholar]
  16. K. Glab, M. Mammo, Y. Salloum, K. Vu, Advancements in automation, digital twins, and Internet of Things revolutionize the tunnel design process, in: Tunnelling into a Sustainable Future-Methods and Technologies, CRC Press, 2025, pp. 1421–1428 [Google Scholar]
  17. Z. Sun, S. Jayasinghe, A. Sidiq, F. Shahrivar, M. Mahmoodian, S. Setunge, Approach towards the development of digital twin for structural health monitoring of civil infrastructure: a comprehensive review, Sensors 25, 59 (2024) [Google Scholar]
  18. D. Zhu, G. Jiang, X. Liu, X. Zhao, Y. Shen, J. Luo, Digital twin-enabled subgrade monitoring: a BIM-integrated data management and visualization, Eng. Res. Express 7, 025129 (2025) [Google Scholar]
  19. C. Gao, L. Jia, M. Sun, J. Luo, Current status and prospects of digital twin technology applications in intelligent transportation infrastructure management, IET Intell. Transp. Syst. 19, e70011 (2025) [Google Scholar]
  20. B. Liu, Q. Han, C. Fu, G. Zhang, Y. He, W. Li, Development and engineering application of an intelligent management and control platform for the shield tunneling construction close to risk sources, J. Intell. Constr. 2, 1–12 (2024) [Google Scholar]
  21. Y. Zou, Z. Wang, H. Pan, F. Liao, W. Tu, Z. Sun, Digital twin construction method for monitoring operation status of building machine jacking operation, Buildings 14, 2318 (2024) [Google Scholar]
  22. X. Chang, R. Zhang, J. Mao, Y. Fu, Digital twins in transportation infrastructure: an investigation of the key enabling technologies, applications, and challenges, IEEE Trans. Intell. Transp. Syst. 25, 6449–6471 (2024) [Google Scholar]
  23. Q. Wang, B. Huang, Y. Gao, C. Jiao, Current status and prospects of digital twin approaches in structural health monitoring, Buildings 15, 1021 (2025) [Google Scholar]
  24. T. Li, Y. Rui, S. Zhao, Y. Zhang, H. Zhu, A quantitative digital twin maturity model for underground infrastructure based on D-ANP, Tunn. Underground Space Technol. 146, 105612 (2024) [Google Scholar]
  25. P. Li, J. Xie, J. Ding, Z. Zhao, W. Wu, G.Q. Huang, Real-time locating system-enabled digital twin for crane operation safety monitoring on construction sites, in: 2024 IEEE 20th Int. Conf. on Autom. Sci. Eng. (CASE), IEEE, 2024, pp. 2689–2696 [Google Scholar]
  26. X. Zhang, T. Zhang, Y. Ding, X. Huang, Internet of things and digital twin in fire safety management, in: Intell. Build. Fire Saf. Smart Firefighting, Springer Nature Switzerland, Cham, 2024, pp. 335–361 [Google Scholar]
  27. J. Zou, P. Wu, J. Chen, W. Fan, Y. Xu, Empowering underground utility tunnel operation and maintenance with data intelligence: risk factors, prospects, and challenges, Struct. Durability Health Monit. 19, 441 (2025) [Google Scholar]
  28. Q. Luo, C. Sun, Y. Li, Z. Qi, G. Zhang, Applications of digital twin technology in construction safety risk management: a literature review, Eng. Constr. Archit. Manag. 32, 3587–3607 (2025) [Google Scholar]
  29. S.R. Sitaraman, Anonymized AI: Safeguarding IoT services in edge computing-a comprehensive survey, J. Curr. Sci. 10, 1–15 (2022) [Google Scholar]
  30. K. Singh, M. Yadav, Y. Singh, F. Moreira, Techniques in reliability of the internet of things (IoT), Proc. Comput. Sci. 256, 55–62 (2025) [Google Scholar]

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