Abstract
Structural health monitoring (SHM) is one of the important works in the construction and maintenance stage. Since the sensors are widely distributed in space of building with huge and complex spatial structures, it is difficult to visualize and locate the hazard sources intuitively in 2D drawings. In this study, a visual warning framework for SHM is proposed based on the Web-BIM platform. Two modes are proposed to correlate the elements in building information model (BIM) with the sensors, the system makes the monitoring area correspond to the BIM model then realizes the visualization of sensors and monitoring areas on the BIM platform. Meanwhile, a Web-BIM application is developed which realizes the visualization of monitoring data and automatic warning by linking the database and background control with a web UI interface. This study also integrates IoT technology to automatically control the indicator lights based on real-time sensor data. The BIM model displays the virtual monitoring space and warning information, simultaneously combined with the on-site warning lights to convey the hazard information. The framework can be copied and applied to the development of the corresponding system, and the web application can easily realize the application of different projects. The research can provide a practical reference for remote structural health monitoring and safety management.
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References
Humar, J.L.; Amin, M.S.: Structural health monitoring. Struct. Eng. Mech. Comput. 6531(8), 1185–1193 (2001). https://doi.org/10.1016/B978-0-12-088760-6.X5001-6
Farrar, C.R.; Worden, K.: An introduction to structural health monitoring. Philos. Trans. A Math. Phys. Eng. Sci. 365(1851), 303–315 (2007). https://doi.org/10.1098/rsta.2006.1928
Annamdas, V.G.M.; Bhalla, S.; Soh, C.K.: Applications of structural health monitoring technology in Asia. Struct. Health Monit. 16(3), 324–346 (2017). https://doi.org/10.12783/SHM2015/1
Volk, R.; Stengel, J.; Schultmann, F.: Building information modeling (BIM) for existing buildings: literature review and future needs. Autom. Const. 38, 109–127 (2014). https://doi.org/10.1016/j.autcon.2013.10.023
Liu, Z.; Lu, Y.; Peh, L.C.: A review and scientometric analysis of global building information modeling (BIM) research in the architecture, engineering and construction (AEC) industry. Buildings 9(10), 210 (2019). https://doi.org/10.3390/buildings9100210
Liu, X.; Wang, X.; Wright, G.; Cheng, J.C.; Li, X.; Liu, R.: A state-of-the-art review on the integration of Building information modeling (BIM) and geographic information system (GIS). ISPRS Int. J. Geo-Inform. 6(2), 53 (2017). https://doi.org/10.3390/ijgi6020053
Zhu, J.; Wang, X.; Wang, P.; Wu, Z.; Kim, M.J.: Integration of BIM and GIS: geometry from IFC to shapefile using open-source technology. Autom. Const. 102, 105–119 (2019). https://doi.org/10.1016/j.autcon.2019.02.014
Ma, G.; Jiang, J.; Shang, S.: Visualization of component status information of prefabricated concrete building based on building information modeling and radio frequency identification: a case study in China. Adv. Civil Eng. 2019, 1–13 (2019). https://doi.org/10.1155/2019/6870507
Lin, Y.-C.; Chen, Y.-P.; Yien, H.-W.; Huang, C.-Y.; Su, Y.-C.: Integrated BIM, game engine and VR technologies for healthcare design: a case study in cancer hospital. Adv. Eng. Inform. 36, 130–145 (2018). https://doi.org/10.1016/j.aei.2018.03.005
Wang, X.; Love, P.E.; Kim, M.J.; Park, C.-S.; Sing, C.-P.; Hou, L.: A conceptual framework for integrating building information modeling with augmented reality. Autom. Const. 34, 37–44 (2013). https://doi.org/10.1016/j.autcon.2012.10.012
Chen, H.-M.; Chang, K.-C.; Lin, T.-H.: A cloud-based system framework for performing online viewing, storage, and analysis on big data of massive BIMs. Autom. Const. 71, 34–48 (2016). https://doi.org/10.1016/j.autcon.2016.03.002
Han, K.K.; Golparvar-Fard, M.: Potential of big visual data and building information modeling for construction performance analytics: an exploratory study. Autom. Const. 73, 184–198 (2017). https://doi.org/10.1016/j.autcon.2016.11.004
Dimitrov, A.; Golparvar-Fard, M.: Vision-based material recognition for automated monitoring of construction progress and generating building information modeling from unordered site image collections. Adv. Eng. Inform. 28(1), 37–49 (2014). https://doi.org/10.1016/j.aei.2013.11.002
Martínez, M.D.; López-Alonso, M.; Martínez-Rojas, M.: Building information modeling and safety management: a systematic review. Saf. Sci. 101, 11–18 (2018). https://doi.org/10.1016/j.ssci.2017.08.015
Wang, M.; Deng, Y.; Won, J.; Cheng, J.C.P.: An integrated underground utility management and decision support based on BIM and GIS. Autom. Const. 107, 102931 (2019). https://doi.org/10.1016/j.autcon.2019.102931
Li, C.Z.; Xue, F.; Li, X.; Hong, J.; Shen, G.Q.: An internet of things-enabled BIM platform for on-site assembly services in prefabricated construction. Autom. Const. 89, 146–161 (2018). https://doi.org/10.1016/j.autcon.2018.01.001
Tang, S.; Shelden, D.R.; Eastman, C.M.; Pishdad-Bozorgi, P.; Gao, X.: A review of building information modeling (BIM) and the internet of things (IoT) devices integration: present status and future trends. Autom. Const. 101, 127–139 (2019). https://doi.org/10.1016/j.autcon.2019.01.020
Tsai, Y.-H.; Wang, J.; Chien, W.-T.; Wei, C.-Y.; Wang, X.; Hsieh, S.-H.: A BIM-based approach for predicting corrosion under insulation. Autom. Const. 107, 102923 (2019). https://doi.org/10.1016/j.autcon.2019.102923
Abdelgawad, A.; Yelamarthi, K.: Internet of things (IoT) platform for structure health monitoring. Wireless Commun. Mobile Comput. (2017). https://doi.org/10.1155/2017/6560797
Riaz, Z.; Arslan, M.; Kiani, A.K.; Azhar, S.: CoSMoS: a BIM and wireless sensor based integrated solution for worker safety in confined spaces. Autom. Const. 45, 96–106 (2014). https://doi.org/10.1016/j.autcon.2014.05.010
Lee, G.; Cho, J.; Ham, S.; Lee, T.; Lee, G.; Yun, S.-H.; Yang, H.-J.: A BIM- and sensor-based tower crane navigation system for blind lifts. Autom. Const. 26, 1–10 (2012). https://doi.org/10.1016/j.autcon.2012.05.002
Kensek, K.: Integration of Environmental sensors with BIM: case studies using arduino, dynamo, and the revit API. Informes De La Const. 66(536), 31–39 (2014). https://doi.org/10.3989/ic.13.151
Chen, X.-S.; Liu, C.-C.; Wu, I.C.: A BIM-based visualization and warning system for fire rescue. Adv. Eng. Inform. 37, 42–53 (2018). https://doi.org/10.1016/j.aei.2018.04.015
Riaz, Z.; Parn, E.A.; Edwards, D.J.; Arslan, M.; Shen, C.; Pena-Mora, F.: BIM and sensor-based data management system for construction safety monitoring. J. Eng. Des. Technol. 15, 738–753 (2017). https://doi.org/10.1108/JEDT-03-2017-0017
Theiler, M.; Smarsly, K.: IFC monitor: an IFC schema extension for modeling structural health monitoring systems. Adv. Eng. Inform. 37, 54–65 (2018). https://doi.org/10.1016/j.aei.2018.04.011
Smarsly, K., Tauscher, E.: Monitoring information modeling for semantic mapping of structural health monitoring systems. In: Proceedings of the 16th International Conference on Computing in Civil and Building Engineering (2016)
Iwendi, C.; Moqurrab, S.A.; Anjum, A.; Khan, S.; Mohan, S.; Srivastava, G.: N-Sanitization: a semantic privacy-preserving framework for unstructured medical datasets. Comput. Commun. 161, 160–171 (2020). https://doi.org/10.1016/j.comcom.2020.07.032
Faheem, M.; Fizza, G.; Ashraf, M.W.; Butt, R.A.; Ngadi, M.A.; Gungor, V.C.: Big data acquired by internet of things-enabled industrial multichannel wireless sensors networks for active monitoring and control in the smart grid industry 4.0. Data Brief 35, 106854–106854 (2021). https://doi.org/10.1016/j.dib.2021.106854
Shabbir, M.; Shabbir, A.; Iwendi, C.; Javed, A.R.; Rizwan, M.; Herencsar, N.; Lin, J.C.-W.: Enhancing security of health information using modular encryption standard in mobile cloud computing. IEEE Access 9, 8820–8834 (2021). https://doi.org/10.1109/access.2021.3049564
Pan, Y.; Zhang, L.: A BIM-data mining integrated digital twin framework for advanced project management. Autom. Const. (2021). https://doi.org/10.1016/j.autcon.2021.103564
Guo, H.; Wang, R.: Study on BIM-based health monitoring information and its visualization realization. Const. Technol. 46(S1), 510–513 (2017)
Li, H.; Ou, J.; Zhao, X.; Zhou, W.; Li, H.; Zhou, Z.; Yang, Y.: Structural health monitoring system for the Shandong Binzhou Yellow River highway bridge. Comput. Aided Civil Infrastruct. Eng. 21(4), 306–317 (2006). https://doi.org/10.1111/j.1467-8667.2006.00437.x
Desjardins, S.L.; Londono, N.A.; Lau, D.T.; Khoo, H.: Real-time data processing, analysis and visualization for structural monitoring of the confederation bridge. Adv. Struct. Eng. 9(1), 141–157 (2006). https://doi.org/10.1260/136943306776232864
Delgado, J.M.D.; Butler, L.J.; Gibbons, N.; Brilakis, I.; Elshafie, M.Z.E.B.; Middleton, C.: Management of structural monitoring data of bridges using BIM. Proc. Instit. Civil Eng. Bridge Eng. 170(3), 204–218 (2017). https://doi.org/10.1680/jbren.16.00013
Ni, Y.; Lin, K.; Wu, L.; Wang, Y.: Visualized spatiotemporal data management system for lifecycle health monitoring of large-scale structures. J. Aerosp. Eng. 30(2), B4016007 (2017). https://doi.org/10.1061/(ASCE)AS.1943-5525.0000622
Ciampoli, L.B., Gagliardi, V., Calvi, A., D'Amico, F., Tosti, F.: Automatic network level bridge monitoring by integration of InSAR and GIS catalogues. In: Multimodal sensing: technologies and applications 2019, p. 110590I. International Society for Optics and Photonics (2019)
Tsilimantou, E.; Delegou, E.T.; Nikitakos, I.A.; Ioannidis, C.; Moropoulou, A.: GIS and BIM as integrated digital environments for modeling and monitoring of historic buildings. Appl. Sci. 10(3), 1078 (2020). https://doi.org/10.3390/app10031078
Chen, B.; Liu, W.: A web-based structural health monitoring sensor network. Int. J. Comput. Appl. Technol. 44(3), 188–197 (2012). https://doi.org/10.1504/ijcat.2012.049082
Providakis, C.; Liarakos, E.: Web-based concrete strengthening monitoring using an innovative electromechanical impedance telemetric system and extreme values statistics. Struct. Control Health Monit. 21(9), 1252–1268 (2014). https://doi.org/10.1002/stc.1645
Zhu, C.; Yan, Z.; Lin, Y.; Xiong, F.; Tao, Z.: Design and application of a monitoring system for a deep railway foundation pit project. IEEE Access 7, 107591–107601 (2019). https://doi.org/10.1109/ACCESS.2019.2932113
Wang, S., Du, J., Song, J.: A framework of BIM-based bridge health monitoring system. In: Proceedings of the 2016 international conference on civil, transportation and environment 2016. Atlantis Press (2016)
Zhou, X.; Wang, J.; Guo, M.; Gao, Z.: Cross-platform online visualization system for open BIM based on WebGL. Multimedia Tools Appl. 78(20), 28575–28590 (2019). https://doi.org/10.1007/s11042-018-5820-0
Xu, Z.; Zhang, L.; Li, H.; Lin, Y.H.; Yin, S.: Combining IFC and 3D tiles to create 3D visualization for building information modeling. Autom. Const. 109, 16 (2020). https://doi.org/10.1016/j.autcon.2019.102995
Afsari, K.; Eastman, C.M.; Castro-Lacouture, D.: JavaScript object notation (JSON) data serialization for IFC schema in web-based BIM data exchange. Autom. Const. 77, 24–51 (2017). https://doi.org/10.1016/j.autcon.2017.01.011
Liu, X.; Xie, N.; Tang, K.; Jia, J.: Lightweighting for Web3D visualization of large-scale BIM scenes in real-time. Graph. Models 88, 40–56 (2016). https://doi.org/10.1016/j.gmod.2016.06.001
Liu, X.J., Xie, N., Jia, J.Y.: WebVis_BIM: Real time Web3D visualization of big BIM Data. In: Proceedings of the 14th Acm Siggraph international conference on virtual reality continuum and its applications in industry, Vrcai 2015. Assoc Computing Machinery, New York (2015)
Xu, Z.; Zhang, Y.; Xu, X.Y.: 3D visualization for building information models based upon IFC and WebGL integration. Multimedia Tools Appl. 75(24), 17421–17441 (2016). https://doi.org/10.1007/s11042-016-4104-9
Diez, H.V.; Segura, A.; Garcia-Alonso, A.; Oyarzun, D.: 3D model management for e-commerce. Multimedia Tools Appl. 76(20), 21011–21031 (2017). https://doi.org/10.1007/s11042-016-4047-1
Chen, Y.Q.; Shooraj, E.; Rajabifard, A.; Sabri, S.: From IFC to 3D tiles: an integrated open-source solution for visualising BIMs on cesium. Isprs Int. J. Geo-Inform. 7(10), 12 (2018). https://doi.org/10.3390/ijgi7100393
Acknowledgements
The authors are grateful for the support provided by the Co-funding of the National Natural Science Foundation of China and Shenhua Group Corporation Ltd (Grant No. U1261212) and the Program of Major Achievements Transformation and Industrialization of Beijing Education Commission (Grant No. ZDZH20141141301).
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Hou, G., Li, L., Xu, Z. et al. A Visual Management System for Structural Health Monitoring Based on Web-BIM and Dynamic Multi-source Monitoring Data-driven. Arab J Sci Eng 47, 4731–4748 (2022). https://doi.org/10.1007/s13369-021-06268-1
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DOI: https://doi.org/10.1007/s13369-021-06268-1