Abstract
Falling from height (FFH) is a major safety accident in the architectural/engineering/construction industry and should be prevented as early as possible. Although the current building information modeling (BIM)–based FFH identification methods can locate the FFH hazards. they have various limitations including additional modeling workload, high computational intensiveness, and unreliable performance. In this research, we propose a novel BIM-based method that uses voxels to detect FFH hazards. The result of the validation test shows that the method can generate a more accurate and informative output within less elapsed time than the traditional geometry-based method. The primary contribution of the research lies in that by introducing voxels, the proposed method not only can detect where the FFH hazards are but also can tell if they can be accessed, thus increasing the accuracy of the FFH hazard identification output. Therefore, this method is significant for the early detection and elimination of the potential FFH hazards in building information models.
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Data Availability Statement
The Revit add-ins and source code developed in this study are part of the test models described in the “Validation Test” section; they are available at: https://www.researchgate.net/publication/355437829_Supplemental_Material.
Acknowledgments
The research was supported by the Major Science and Technology Projects of Sanya Yazhouwan Science and Technology City Administration Bureau (SKJC-KJ-2019KY02), Sanya Science and Education Park Open Fund of Wuhan University of Technology (2020KF0012), and the Fundamental Research Funds for the Central Universities (WUT: 203106006). Mr. Xiongjin Ye from Beijing GLS Software Co., Ltd. provided suggestions for developing the tool. The stadium and conference center BIM model were provided by WHUT Design & Research Institute Co. Mr. Zhao Chi, Kai Xiong, and Weiwei Lu from the BIM center of the WHUT Design & Research Institute Co. Ltd. participated in the tests, and four anonymous reviewers provided valuable suggestions on this research. The authors greatly appreciate their help.
References
Abed, H. R., W. A. Hatem, and N. A. Jasim. 2019. “Adopting BIM technology in fall prevention plans.” Civ. Eng. J.-Tehran 5 (10): 2270–2281. https://doi.org/10.28991/cej-2019-03091410.
Akram, R., M. J. Thaheem, A. R. Nasir, T. H. Ali, and S. Khan. 2019. “Exploring the role of building information modeling in construction safety through science mapping.” Saf. Sci. 120 (Dec): 456–470. https://doi.org/10.1016/j.ssci.2019.07.036.
Bryde, D., M. Broquetas, and J. M. Volm. 2013. “The project benefits of building information modelling (BIM).” Int. J. Project Manage. 31 (7): 971–980. https://doi.org/10.1016/j.ijproman.2012.12.001.
Castellazzi, G., A. M. D’Altri, G. Bitelli, I. Selvaggi, and A. Lambertini. 2015. “From laser scanning to finite element analysis of complex buildings by using a semi-automatic procedure.” Sensors 15 (8): 18360–18380. https://doi.org/10.3390/s150818360.
Coding, C. A. 1988. Human dimensions of Chinese adults. [In Chinese.] Beijing: Standard Press of China.
Ding, L., Y. Zhou, and B. Akinci. 2014. “Building information modeling (BIM) application framework: The process of expanding from 3D to computable nD.” Autom. Constr. 46 (Oct): 82–93. https://doi.org/10.1016/j.autcon.2014.04.009.
Ding, L. Y., B. T. Zhong, S. Wu, and H. B. Luo. 2016. “Construction risk knowledge management in BIM using ontology and semantic web technology.” Saf. Sci. 87 (Aug): 202–213. https://doi.org/10.1016/j.ssci.2016.04.008.
Earnest, G. S., and C. M. Branche. 2016. “Knowledge gaps and emerging issues for fall control in construction.” In Fall prevention and protection: Principles, guidelines, and practices, edited by H. Hsiao. 469–490. Boca Raton, FL: CRC Press.
Gambatese, J., and J. Hinze. 1999. “Addressing construction worker safety in the design phase: Designing for construction worker safety.” Autom. Constr. 8 (6): 643–649. https://doi.org/10.1016/S0926-5805(98)00109-5.
Gambatese, J. A., J. W. Hinze, and C. T. Haas. 1997. “Tool to design for construction worker safety.” J. Archit. Eng. 3 (1): 32–41. https://doi.org/10.1061/(ASCE)1076-0431(1997)3:1(32).
Guo, H., Y. Yu, and M. Skitmore. 2017. “Visualization technology-based construction safety management: A review.” Autom. Constr. 73 (Jan): 135–144. https://doi.org/10.1016/j.autcon.2016.10.004.
Health and Safety Executive. 2005. “The work at height regulations 2005.” Accessed July 22, 2021. https://www.legislation.gov.uk/uksi/2005/735/contents/made.
Huang, X., and J. Hinze. 2003. “Analysis of construction worker fall accidents.” J. Constr. Eng. Manage. 129 (3): 262–271. https://doi.org/10.1061/(ASCE)0733-9364(2003)129:3(262).
Kramer, J., N. Burrus, F. Echtler, H. C. Daniel, and M. Parker. 2012. “Voxelization.” In Hacking the Kinect, 103–125. Berkeley, CA: Apress.
Krijnen, T., and J. Beetz. 2017. “An IFC schema extension and binary serialization format to efficiently integrate point cloud data into building models.” Adv. Eng. Inf. 33 (Aug): 473–490. https://doi.org/10.1016/j.aei.2017.03.008.
Lu, Y., P. Z. Gong, Y. C. Tang, S. Q. Sun, and Q. M. Li. 2021. “BIM-integrated construction safety risk assessment at the design stage of building projects.” Autom. Constr. 124 (Apr): 103553. https://doi.org/10.1016/j.autcon.2021.103553.
MOHURD (Ministry of Housing and Urban-Rural Development of the People’s Republic of China). 2016. Technical code for safety of working at height of building construction. Beijing: MOHURD.
Nadhim, E. A., C. Hon, B. Xia, I. Stewart, and D. Fang. 2016. “Falls from height in the construction industry: A critical review of the scientific literature.” Int. J. Environ. Res. Public Health 13 (7): 638. https://doi.org/10.3390%2Fijerph13070638.
Navon, R., and O. Kolton. 2006. “Model for automated monitoring of fall hazards in building construction.” J. Constr. Eng. Manage. 132 (7): 733–740. https://doi.org/10.1061/(ASCE)0733-9364(2006)132:7(733).
Park, C.-S., and H.-J. Kim. 2013. “A framework for construction safety management and visualization system.” Autom. Constr. 33 (Aug): 95–103. https://doi.org/10.1016/j.autcon.2012.09.012.
Pham, K. T., D. N. Vu, P. L. H. Hong, and C. Park. 2020. “4D-BIM-based workspace planning for temporary safety facilities in construction SMEs.” Int. J. Environ. Res. Public Health 17 (10): 3403. https://doi.org/10.3390/ijerph17103403.
Qi, J., R. R. A. Issa, J. Hinze, and S. Olbina. 2011. “Integration of safety in design through the use of building information modeling.” In Int. Workshop on Computing in Civil Engineering 2011, 698–705. Reston, VA: ASCE.
Schwabe, K., J. Teizer, and M. König. 2019. “Applying rule-based model-checking to construction site layout planning tasks.” Autom. Constr. 97 (Jan): 205–219. https://doi.org/10.1016/j.autcon.2018.10.012.
Shirowzhan, S., S. M. E. Sepasgozar, H. Li, and J. Trinder. 2018. “Spatial compactness metrics and constrained voxel automata development for analyzing 3D densification and applying to point clouds: A synthetic review.” Autom. Constr. 96 (Dec): 236–249. https://doi.org/10.1016/j.autcon.2018.09.018.
Stolte, N., and A. Kaufman. 2001. “Novel techniques for robust voxelization and visualization of implicit surfaces.” Graphical Models 63 (6): 387–412. https://doi.org/10.1006/gmod.2001.0559.
Sun, X., Q. Li, and B. Yang. 2018. “Compositional structure recognition of 3D building models through volumetric analysis.” IEEE Access 6: 33953–33968. https://doi.org/10.1109/ACCESS.2018.2842721.
Uhm, M., G. Lee, Y. Park, S. Kim, J. Jung, and J.-K. Lee. 2015. “Requirements for computational rule checking of requests for proposals (RFPs) for building designs in South Korea.” Adv. Eng. Inf. 29 (3): 602–615. https://doi.org/10.1016/j.aei.2015.05.006.
Vo, A. V., T. H. Linh, D. F. Laefer, and M. Bertolotto. 2015. “Octree-based region growing for point cloud segmentation.” ISPRS J. Photogramm. Remote Sens. 104 (Jun): 88–100. https://doi.org/10.1016/j.isprsjprs.2015.01.011.
Wang, J., S. Zhang, and J. Teizer. 2015. “Geotechnical and safety protective equipment planning using range point cloud data and rule checking in building information modeling.” Autom. Constr. 49 (Part B): 250–261. https://doi.org/10.1016/j.autcon.2014.09.002.
Wang, Q., B. Gao, T. Li, H. Wu, J. Kan, and B. Hu. 2018. “A triangular mesh generator over free-form surfaces for architectural design.” Autom. Constr. 93 (Sep): 280–292. https://doi.org/10.1016/j.autcon.2018.05.018.
Wang, Q. K., W. W. Zuo, Z. Guo, Q. Y. Li, T. T. Mei, and S. Qiao. 2020. “BIM voxelization method supporting cell-based creation of a path-planning environment.” J. Constr. Eng. Manage. 146 (7): 04020080. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001864.
Yuan, J., X. Li, X. Xiahou, N. Tymvios, Z. Zhou, and Q. Li. 2019. “Accident prevention through design (PtD): Integration of building information modeling and PtD knowledge base.” Autom. Constr. 102 (Jun): 86–104. https://doi.org/10.1016/j.autcon.2019.02.015.
Yuan, W., and M. Schneider. 2010. “Supporting 3D route planning in indoor space based on the LEGO representation.” In Proc., 2nd ACM SIGSPATIAL Int. Workshop on Indoor Spatial Awareness, 16–23. New York: Association for Computing Machinery.
Zhang, J. P., and Z. Z. Hu. 2011. “BIM- and 4D-based integrated solution of analysis and management for conflicts and structural safety problems during construction: 1. Principles and methodologies.” Autom. Constr. 20 (2): 155–166. https://doi.org/10.1016/j.autcon.2010.09.013.
Zhang, S., K. Sulankivi, M. Kiviniemi, I. Romo, C. M. Eastman, and J. Teizer. 2015. “BIM-based fall hazard identification and prevention in construction safety planning.” Saf. Sci. 72 (Feb): 31–45. https://doi.org/10.1016/j.ssci.2014.08.001.
Zhang, S., J. Teizer, J.-K. Lee, C. M. Eastman, and M. Venugopal. 2013. “Building information modeling (BIM) and safety: Automatic safety checking of construction models and schedules.” Autom. Constr. 29 (Jan): 183–195. https://doi.org/10.1016/j.autcon.2012.05.006.
Zhu, J. X., X. Y. Wang, M. C. Chen, P. Wu, and M. J. Kim. 2019. “Integration of BIM and GIS: IFC geometry transformation to shapefile using enhanced open-source approach.” Autom. Constr. 106 (Oct): 102859. https://doi.org/10.1016/j.autcon.2019.102859.
Zou, Y., A. Kiviniemi, and S. W. Jones. 2017. “A review of risk management through BIM and BIM-related technologies.” Saf. Sci. 97 (Aug): 88–98. https://doi.org/10.1016/j.ssci.2015.12.027.
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Received: May 1, 2021
Accepted: Oct 22, 2021
Published online: Dec 14, 2021
Published in print: Feb 1, 2022
Discussion open until: May 14, 2022
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