Exploring the Power of Laser Scanning Technology toward Smart Construction: Status Quo, Challenges, and Future Directions
Publication: Journal of Construction Engineering and Management
Volume 151, Issue 7
Abstract
Laser scanning technology (LST) is a contactless measurement method with recognized advantages, and it has changed the way smart construction (SC) is measured. However, existing literature lacks a comprehensive summary of the problems of applying LST in SC, hindering its widespread diffusion. This study reviews 264 papers by using bibliometric and scientometric analyses in addressing this issue. The key themes in the applications of LST in SC are identified, and a qualitative discussion of current research issues and challenges are provided. In addition, the changes that LST has brought to SC and the barriers that exist are discussed. Future research directions are explored to help researchers gain insights into the topic. This study provides new ideas for academic researchers and related practitioners by reviewing the literature on the application of LST in SC, promoting the development and application of LST in modern SC.
Get full access to this article
View all available purchase options and get full access to this article.
Data Availability Statement
Some or all data, models, or code that support the findings of this study are available from the corresponding author upon reasonable request.
Acknowledgments
This research was supported by the National Natural Science Foundation of China (NSFC) (Grant No. 52078302), Guangdong Basic and Applied Basic Research Foundation (Grant Nos. 2024B1515020009 and 2021A1515012204), the Department of Education of Guangdong Province (Grant No. 2021ZDZX1004), and the Shenzhen Science and Technology Innovation Commission (Grant No. JCYJ20220818102211024).
References
Arguelles-Fraga, R., C. Ordonez, S. Garcia-Cortes, and J. Roca-Pardinas. 2013. “Measurement planning for circular cross-section tunnels using terrestrial laser scanning.” Autom. Constr. 31 (May): 1–9. https://doi.org/10.1016/j.autcon.2012.11.023.
Aryan, A., F. Bosche, and P. Tang. 2021. “Planning for terrestrial laser scanning in construction: A review.” Autom. Constr. 125 (May): 103551. https://doi.org/10.1016/j.autcon.2021.103551.
Azariadis, P., and N. Sapidis. 2007. “Product design using point-cloud surfaces: A recursive subdivision technique for point parameterization.” Comput. Ind. 58 (8–9): 832–843. https://doi.org/10.1016/j.compind.2007.03.001.
Becerik-Gerber, B., F. Jazizadeh, G. Kavulya, and G. Calis. 2011. “Assessment of target types and layouts in 3D laser scanning for registration accuracy.” Autom. Constr. 20 (5): 649–658. https://doi.org/10.1016/j.autcon.2010.12.008.
Bhatla, A., S. Young Choe, O. Fierro, and F. Leite. 2012. “Evaluation of accuracy of as-built 3D modeling from photos taken by handheld digital cameras.” Autom. Constr. 28 (Dec): 116–127. https://doi.org/10.1016/j.autcon.2012.06.003.
Bhatti, A. Q., A. Wahab, and W. Sindi. 2021. “An overview of 3D laser scanning techniques and application on digitization of historical structures.” Innovative Infrastruct. Solutions 6: 9.
Biagini, C., P. Capone, V. Donato, and N. Facchini. 2016. “Towards the BIM implementation for historical building restoration sites.” Autom. Constr. 71 (Nov): 74–86. https://doi.org/10.1016/j.autcon.2016.03.003.
Birkeland, A. A., and M. Udnaes. 2024. “Semi-automated dataset creation for semantic and instance segmentation of industrial point clouds.” Comput. Ind. 155 (Feb): 11. https://doi.org/10.1016/j.compind.2023.104064.
Bosche, F. 2010. “Automated recognition of 3D CAD model objects in laser scans and calculation of as-built dimensions for dimensional compliance control in construction.” Adv. Eng. Inf. 24 (1): 107–118. https://doi.org/10.1016/j.aei.2009.08.006.
Bosche, F., M. Ahmed, Y. Turkan, C. T. Haas, and R. Haas. 2015. “The value of integrating scan-to-BIM and scan-vs-BIM techniques for construction monitoring using laser scanning and BIM: The case of cylindrical MEP components.” Autom. Constr. 49 (Jan): 201–213. https://doi.org/10.1016/j.autcon.2014.05.014.
Bosche, F., and C. T. Haas. 2008. “Automated retrieval of 3D CAD model objects in construction range images.” Autom. Constr. 17 (4): 499–512. https://doi.org/10.1016/j.autcon.2007.09.001.
Bosche, F., C. T. Haas, and B. Akinci. 2009. “Automated recognition of 3D CAD objects in site laser scans for project 3D status visualization and performance control.” J. Comput. Civ. Eng. 23 (6): 311–318. https://doi.org/10.1061/(ASCE)0887-3801(2009)23:6(311).
Bosché, F., and E. Guenet. 2014. “Automating surface flatness control using terrestrial laser scanning and building information models.” Autom. Constr. 44 (Aug): 212–226. https://doi.org/10.1016/j.autcon.2014.03.028.
Bosché, F., A. Guillemet, Y. Turkan, C. T. Haas, and R. Haas. 2014. “Tracking the built status of MEP works: Assessing the value of a scan-vs-BIM system.” J. Comput. Civ. Eng. 28 (4): 05014004. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000343.
Cabo, C., C. Ordonez, and R. Arguelles-Fraga. 2017. “An algorithm for optimizing terrestrial laser scanning in tunnels.” Autom. Constr. 83 (Nov): 163–168. https://doi.org/10.1016/j.autcon.2017.08.028.
Carlo Torres, G., et al. 2024. “Adherence to PRISMA 2020 reporting guidelines and scope of systematic reviews published in nursing: A cross-sectional analysis.” J. Nurs. Scholarship 56 (4): 531–541. https://doi.org/10.1111/jnu.12969.
Chae, M. J., G. W. Lee, J. Y. Kim, J. W. Park, and M. Y. Cho. 2011. “A 3D surface modeling system for intelligent excavation system.” Autom. Constr. 20 (7): 808–817. https://doi.org/10.1016/j.autcon.2011.02.003.
Chane, C. S., R. Schütze, F. Boochs, and F. S. Marzani. 2013. “Registration of arbitrary multi-view 3D acquisitions.” Comput. Ind. 64 (9): 1082–1089. https://doi.org/10.1016/j.compind.2013.03.017.
Chen, J., Y. Fang, and Y. K. Cho. 2017a. “Real-time 3D crane workspace update using a hybrid visualization approach.” J. Comput. Civ. Eng. 31 (5): 04017049. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000698.
Chen, J. D., Y. H. Fang, Y. K. Cho, and C. Kim. 2017b. “Principal axes descriptor for automated construction-equipment classification from point clouds.” J. Comput. Civ. Eng. 31 (2): 04016058. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000628.
Chen, X., G. X. Liu, Z. Chen, Y. Li, C. Luo, B. L. Luo, and X. Z. Zhang. 2022. “Automatic detection system with 3D scanning and robot technology for detecting surface dimension of the track slabs.” Autom. Constr. 142 (Oct): 104525. https://doi.org/10.1016/j.autcon.2022.104525.
Cheng, T., and J. Teizer. 2013. “Real-time resource location data collection and visualization technology for construction safety and activity monitoring applications.” Autom. Constr. 34 (Sep): 3–15. https://doi.org/10.1016/j.autcon.2012.10.017.
Cheng, T., and J. Teizer. 2014. “Modeling tower crane operator visibility to minimize the risk of limited situational awareness.” J. Comput. Civ. Eng. 28 (3): 04014004. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000282.
Cheng, T., M. Venugopal, J. Teizer, and P. A. Vela. 2011. “Performance evaluation of ultra wideband technology for construction resource location tracking in harsh environments.” Autom. Constr. 20 (8): 1173–1184. https://doi.org/10.1016/j.autcon.2011.05.001.
Chi, H. L., M. K. Kim, K. Z. Liu, J. P. P. Thedja, J. Seo, and D. E. Lee. 2022. “Rebar inspection integrating augmented reality and laser scanning.” Autom. Constr. 136 (Apr): 104183. https://doi.org/10.1016/j.autcon.2022.104183.
Cho, Y. K., and M. Gai. 2014. “Projection-recognition-projection method for automatic object recognition and registration for dynamic heavy equipment operations.” J. Comput. Civ. Eng. 28 (5): A4014002. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000332.
Choi, M., S. Kim, and S. Kim. 2024. “Semi-automated visualization method for visual inspection of buildings on BIM using 3D point cloud.” J. Build. Eng. 81 (Jan): 108017. https://doi.org/10.1016/j.jobe.2023.108017.
Cui, Y., B. G. Yang, P. Liu, and L. Y. Kong. 2023. “A review of indoor automation modeling based on light detection and ranging point clouds.” Sens. Mater. 35: 247–268.
Czerniawski, T., and F. Leite. 2020. “Automated digital modeling of existing buildings: A review of visual object recognition methods.” Autom. Constr. 113: 103131. https://doi.org/10.1016/j.autcon.2020.103131.
El-Omari, S., and O. Moselhi. 2008. “Integrating 3D laser scanning and photogrammetry for progress measurement of construction work.” Autom. Constr. 18 (1): 1–9. https://doi.org/10.1016/j.autcon.2008.05.006.
El-Omari, S., and O. Moselhi. 2011. “Integrating automated data acquisition technologies for progress reporting of construction projects.” Autom. Constr. 20 (6): 699–705. https://doi.org/10.1016/j.autcon.2010.12.001.
ElQasaby, A. R., F. K. Alqahtani, and M. Alheyf. 2023. “Automated schedule and cost control using 3D sensing technologies.” Appl. Sci. 13 (2): 783. https://doi.org/10.3390/app13020783.
Engel, N., V. Belagiannis, and K. Dietmayer. 2021. “Point transformer.” IEEE Access 9 (Sep): 134826–134840. https://doi.org/10.1109/ACCESS.2021.3116304.
Fobiri, G., I. Musonda, and F. Muleya. 2024. “Unlocking the full potential of reality capture for construction project cost monitoring: A mixed review.” J. Eng. Des. Technol. https://doi.org/10.1108/JEDT-05-2022-0231.
Golparvar-Fard, M., J. Bohn, J. Teizer, S. Savarese, and F. Pena-Mora. 2011. “Evaluation of image-based modeling and laser scanning accuracy for emerging automated performance monitoring techniques.” Autom. Constr. 20 (8): 1143–1155. https://doi.org/10.1016/j.autcon.2011.04.016.
Golparvar-Fard, M., F. Pena-Mora, and S. Savarese. 2015. “Automated progress monitoring using unordered daily construction photographs and IFC-based building information models.” J. Comput. Civ. Eng. 29 (1): 04014025. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000205.
Guo, J. J., Q. Wang, and J. H. Park. 2020. “Geometric quality inspection of prefabricated MEP modules with 3D laser scanning.” Autom. Constr. 111 (Mar): 103053. https://doi.org/10.1016/j.autcon.2019.103053.
Guo, M.-H., J.-X. Cai, Z.-N. Liu, T.-J. Mu, R. R. Martin, and S.-M. Hu. 2021. “PCT: Point cloud transformer.” Comput. Visual Media 7 (2): 187–199. https://doi.org/10.1007/s41095-021-0229-5.
Han, Y. H., X. Fang, X. Y. Zhao, and L. F. Wang. 2023. “Exploring the impact of incentive policy on the development of prefabricated buildings: A scenario-based system dynamics model.” Eng. Constr. Archit. Manage. 31 (12): 4697–4725. https://doi.org/10.1108/ECAM-01-2023-0084.
Hazer, A., and R. Yildirim. 2022. “Deep learning based point cloud processing techniques.” IEEE Access 10 (Dec): 127237–127283. https://doi.org/10.1109/ACCESS.2022.3226211.
Hosamo, H. H., and M. H. Hosamo. 2022. “Digital twin technology for bridge maintenance using 3D laser scanning: A review.” Adv. Civ. Eng. https://doi.org/10.1155/2022/2194949.
Huang, X. W., Y. P. Liu, L. Z. Huang, S. Stikbakke, and E. Onstein. 2023. “BIM-supported drone path planning for building exterior surface inspection.” Comput. Ind. 153 (Dec): 104019. https://doi.org/10.1016/j.compind.2023.104019.
Hussein, M., A. E. E. Eltoukhy, A. Karam, I. A. Shaban, and T. Zayed. 2021. “Modelling in off-site construction supply chain management: A review and future directions for sustainable modular integrated construction.” J. Cleaner Prod. 310 (Aug): 127503. https://doi.org/10.1016/j.jclepro.2021.127503.
Jiang, Y., J. Shu, J. Ye, and W. Zhao. 2023. “Virtual trail assembly of prefabricated structures based on point cloud and BIM.” Autom. Constr. 155 (Nov): 105049. https://doi.org/10.1016/j.autcon.2023.105049.
Kalasapudi, V. S., Y. Turkan, and P. Tang. 2014. “Toward automated spatial change analysis of MEP components using 3D point clouds and as-designed BIM models.” In Proc., 2014 2nd Int. Conf. on 3D Vision, 145–152. New York: IEEE.
Karan, E. P., R. Sivakumar, J. Irizarry, and S. Guhathakurta. 2014. “Digital modeling of construction site terrain using remotely sensed data and geographic information systems analyses.” J. Constr. Eng. Manage. 140 (3): 04013067. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000822.
Kim, C., C. T. Haas, and K. A. Liapi. 2005. “Rapid, on-site spatial information acquisition and its use for infrastructure operation and maintenance.” Autom. Constr. 14 (5): 666–684. https://doi.org/10.1016/j.autcon.2005.02.002.
Kim, H., and C. Kim. 2020. “Deep-learning-based classification of point clouds for bridge inspection.” Remote Sens. 12 (22): 3757. https://doi.org/10.3390/rs12223757.
Kim, H., C. Yeo, I. D. Lee, and D. Mun. 2020. “Deep-learning-based retrieval of piping component catalogs for plant 3D CAD model reconstruction.” Comput. Ind. 123 (Dec): 103320. https://doi.org/10.1016/j.compind.2020.103320.
Kim, M.-K., J. C. P. Cheng, H. Sohn, and C.-C. Chang. 2015. “A framework for dimensional and surface quality assessment of precast concrete elements using BIM and 3D laser scanning.” Autom. Constr. 49 (Jan): 225–238. https://doi.org/10.1016/j.autcon.2014.07.010.
Kim, M.-K., H. Sohn, and C.-C. Chang. 2014. “Automated dimensional quality assessment of precast concrete panels using terrestrial laser scanning.” Autom. Constr. 45 (Sep): 163–177. https://doi.org/10.1016/j.autcon.2014.05.015.
Kim, M.-K., J. P. P. Thedja, H.-L. Chi, and D.-E. Lee. 2021. “Automated rebar diameter classification using point cloud data based machine learning.” Autom. Constr. 122 (Feb): 103476. https://doi.org/10.1016/j.autcon.2020.103476.
Kim, M.-K., Q. Wang, and H. Li. 2019. “Non-contact sensing based geometric quality assessment of buildings and civil structures: A review.” Autom. Constr. 100: 163–179. https://doi.org/10.1016/j.autcon.2019.01.002.
Kim, M.-K., Q. Wang, J.-W. Park, J. C. P. Cheng, H. Sohn, and C.-C. Chang. 2016. “Automated dimensional quality assurance of full-scale precast concrete elements using laser scanning and BIM.” Autom. Constr. 72 (Dec): 102–114. https://doi.org/10.1016/j.autcon.2016.08.035.
Kim, M.-K., Q. Wang, S. Yoon, and H. Sohn. 2019. “A mirror-aided laser scanning system for geometric quality inspection of side surfaces of precast concrete elements.” Measurement 141 (Jul): 420–428. https://doi.org/10.1016/j.measurement.2019.04.060.
Kim, T., Y. Yoon, B. Y. D. Lee, N. Ham, and J. J. Kim. 2022. “Cost-benefit analysis of Scan-vs-BIM-based quality management.” Buildings 12 (12): 2052. https://doi.org/10.3390/buildings13010012.
Kwon, S., M. Lee, M. Lee, S. Lee, and J. Lee. 2013. “Development of optimized point cloud merging algorithms for accurate processing to create earthwork site models.” Autom. Constr. 35 (Nov): 618–624. https://doi.org/10.1016/j.autcon.2013.01.004.
Lee, G., J. Cho, S. Ham, T. Lee, G. Lee, S. H. Yun, and H. J. Yang. 2012. “A BIM- and sensor-based tower crane navigation system for blind lifts.” Autom. Constr. 26 (Oct): 1–10. https://doi.org/10.1016/j.autcon.2012.05.002.
Leite, F., Y. Cho, A. H. Behzadan, S. Lee, S. Choe, Y. H. Fang, R. Akhavian, and S. Hwang. 2016. “Visualization, information modeling, and simulation: Grand challenges in the construction industry.” J. Comput. Civ. Eng. 30 (6): 04016035. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000604.
Li, C. Z., Z. Chen, F. Xue, X. T. R. Kong, B. Xiao, X. L. Lai, and Y. Y. Zhao. 2021a. “A blockchain- and IoT-based smart product-service system for the sustainability of prefabricated housing construction.” J. Cleaner Prod. 286 (Mar): 125391. https://doi.org/10.1016/j.jclepro.2020.125391.
Li, C. Z., Y. Zhen, H. Q. Wu, Z. Chen, B. Xiao, and V. W. Y. Tam. 2023a. “The application of BIM in the AECO industry.” J. Civ. Eng. Manage. 29 (3): 202–222. https://doi.org/10.3846/jcem.2023.18076.
Li, F., M.-K. Kim, and D.-E. Lee. 2021b. “Geometrical model based scan planning approach for the classification of rebar diameters.” Autom. Constr. 130 (Oct): 103848. https://doi.org/10.1016/j.autcon.2021.103848.
Li, F. X., and M. K. Kim. 2021. “Mirror-aided registration-free geometric quality inspection of planar-type prefabricated elements using terrestrial laser scanning.” Autom. Constr. 121 (Jan): 103442. https://doi.org/10.1016/j.autcon.2020.103442.
Li, H. M., C. Y. Zhang, S. Y. Song, S. Demirkesen, and R. D. Chang. 2020. “Improving tolerance control on modular construction project with 3D laser scanning and BIM: A case study of removable floodwall project.” Appl. Sci. 10 (23): 8680. https://doi.org/10.3390/app10238680.
Li, L., R. Wang, and X. Zhang. 2021c. “A tutorial review on point cloud registrations: Principle, classification, comparison, and technology challenges.” Math. Probl. Eng. 2021 (1): 9953910. https://doi.org/10.1155/2021/9953910.
Li, X. X., E. Deng, Y. W. Wang, and Y. Q. Ni. 2023b. “3D laser scanning for predicting the alignment of large-span segmental precast assembled concrete cable-stayed bridges.” Autom. Constr. 155 (Nov): 105056. https://doi.org/10.1016/j.autcon.2023.105056.
Li, Y., and C. Liu. 2012. “Integrating field data and 3D simulation for tower crane activity monitoring and alarming.” Autom. Constr. 27 (Nov): 111–119. https://doi.org/10.1016/j.autcon.2012.05.003.
Liang, D., S. H. Chen, Z. Chen, Y. J. Wu, L. Y. L. Chu, and F. Xue. 2024. “4D point cloud-based spatial-temporal semantic registration for monitoring mobile crane construction activities.” Autom. Constr. 165 (Sep): 105576. https://doi.org/10.1016/j.autcon.2024.105576.
Liao, L. H., C. Yang, and L. R. Quan. 2023. “Construction supply chain management: A systematic literature review and future development.” J. Cleaner Prod. 382: 135230. https://doi.org/10.1016/j.jclepro.2022.135230.
Liu, J. P., N. Cui, G. Z. Cheng, D. S. Li, X. X. Ma, and Y. Liao. 2023. “Towards the automated virtual trial assembly of large and complex steel members using terrestrial laser scanning and BIM.” Eng. Struct. 291 (Sep): 116448. https://doi.org/10.1016/j.engstruct.2023.116448.
Liu, Y., J. Dong, and L. Shen. 2020. “A conceptual development framework for prefabricated construction supply chain management: An integrated overview.” Sustainability 12 (5): 1878. https://doi.org/10.3390/su12051878.
Ma, L., R. Sacks, U. Kattel, and T. Bloch. 2018. “3D object classification using geometric features and pairwise relationships.” Comput.-Aided Civ. Infrastruct. Eng. 33 (2): 152–164. https://doi.org/10.1111/mice.12336.
Ma, Z. L., Y. Liu, and J. Y. Li. 2023. “Review on automated quality inspection of precast concrete components.” Autom. Constr. 150 (Jun): 104828. https://doi.org/10.1016/j.autcon.2023.104828.
Mahdjoubi, L., C. Moobela, and R. Laing. 2013. “Providing real-estate services through the integration of 3D laser scanning and building information modeling.” Comput. Ind. 64 (9): 1272–1281. https://doi.org/10.1016/j.compind.2013.09.003.
Marzouk, M., and M. Zaher. 2024. “Integrated approach for facility management of existing buildings using point cloud segmentation.” Int. J. Build. Pathol. Adapt. https://doi.org/10.1108/IJBPA-04-2023-0045.
Mirzaei, K., M. Arashpour, E. Asadi, H. Feng, S. Reza Mohandes, and M. Bazli. 2023. “Automatic compliance inspection and monitoring of building structural members using multi-temporal point clouds.” J. Build. Eng. 72 (Aug): 106570. https://doi.org/10.1016/j.jobe.2023.106570.
Moon, D., S. Chung, S. Kwon, J. Seo, and J. Shin. 2019. “Comparison and utilization of point cloud generated from photogrammetry and laser scanning: 3D world model for smart heavy equipment planning.” Autom. Constr. 98 (Feb): 322–331. https://doi.org/10.1016/j.autcon.2018.07.020.
Mousavi, V., M. Khosravi, M. Ahmadi, N. Noori, S. Haghshenas, A. Hosseininaveh, and M. Varshosaz. 2018. “The performance evaluation of multi-image 3D reconstruction software with different sensors.” Measurement 120 (May): 1–10. https://doi.org/10.1016/j.measurement.2018.01.058.
Noghabaei, M., Y. Liu, and K. Han. 2022. “Automated compatibility checking of prefabricated components using 3D as-built models and BIM.” Autom. Constr. 143 (Nov): 104566. https://doi.org/10.1016/j.autcon.2022.104566.
Oh, K., S. Park, J. Seo, J. G. Kim, J. Park, G. Lee, and K. Yi. 2019. “Development of a predictive safety control algorithm using laser scanners for excavators on construction sites.” Proc. Inst. Mech. Eng., Part D: J. Automob. Eng. 233 (8): 2007–2029. https://doi.org/10.1177/0954407018764046.
Omar, H., L. Mandjoubi, and G. Kheder. 2018. “Towards an automated photogrammetry-based approach for monitoring and controlling construction site activities.” Comput. Ind. 98 (Jun): 172–182. https://doi.org/10.1016/j.compind.2018.03.012.
Perez-Yus, A., G. Lopez-Nicolas, and J. J. Guerrero. 2015. “Detection and modelling of staircases using a wearable depth sensor.” In Vol. of 8927 Proc., Computer Vision—ECCV 2014 Workshops. ECCV 2014. Lecture Notes in Computer Science, edited by L. Agapito, M. Bronstein, and C. Rother, 449–463. Cham, Switzerland: Springer. https://doi.org/10.1007/978-3-319-16199-0_32.
Quintana, B., S. A. Prieto, A. Adán, and F. Bosché. 2018. “Door detection in 3D coloured point clouds of indoor environments.” Autom. Constr. 85 (Jan): 146–166. https://doi.org/10.1016/j.autcon.2017.10.016.
Rashidi, M., M. Mohammadi, S. S. Kivi, M. M. Abdolvand, T. H. Linh, and B. Samali. 2020. “A decade of modern bridge monitoring using terrestrial laser scanning: Review and future directions.” Remote Sens. 12: 34.
Rausch, C., R. D. Lu, S. Talebi, and C. Haas. 2023. “Deploying 3D scanning based geometric digital twins during fabrication and assembly in offsite manufacturing.” Int. J. Construct. Manage. 23 (3): 565–578. https://doi.org/10.1080/15623599.2021.1896942.
Ray, S. J., and J. Teizer. 2016. “Dynamic blindspots measurement for construction equipment operators.” Saf. Sci. 85 (Jun): 139–151. https://doi.org/10.1016/j.ssci.2016.01.011.
Reja, V. K., K. Varghese, and Q. P. Ha. 2022. “Computer vision-based construction progress monitoring.” Autom. Constr. 138 (Jun): 104245. https://doi.org/10.1016/j.autcon.2022.104245.
Santos, K. R. D., W. R. D. Oliveira, E. Villani, and A. Dttmann. 2023. “3D scanning method for robotized inspection of industrial sealed parts.” Comput. Ind. 147 (May): 103850. https://doi.org/10.1016/j.compind.2022.103850.
Sepasgozar, S. M. E., P. Forsythe, and S. Shirowzhan. 2018. “Evaluation of terrestrial and mobile scanner technologies for part-built information modeling.” J. Constr. Eng. Manage. 144 (12): 04018110. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001574.
Shahi, A., M. Safa, C. T. Haas, and J. S. West. 2015. “Data fusion process management for automated construction progress estimation.” J. Comput. Civ. Eng. 29 (6): 04014098. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000436.
Sharif, M. M., C. Haas, and S. Walbridge. 2022. “Using termination points and 3D visualization for dimensional control in prefabrication.” Autom. Constr. 133 (Jan): 103998. https://doi.org/10.1016/j.autcon.2021.103998.
Singh, N., D. K. Ashish, and A. Dixit. 2024. “Construction supply chain: A systematic literature review with bibliometric analysis.” J. Global Oper. Strateg. Sourc. https://doi.org/10.1108/JGOSS-04-2023-0032.
Son, R. H., and K. Han. 2022. “Automated visual inspection planning for prefabricated modules with 3D laser scanning.” In Proc., Construction Research Congress (CRC) on Project Management and Delivery, Contracts, and Design and Materials, 727–736. Reston, VA: ASCE.
Son, R. H., and K. Han. 2023. “Automated model-based 3D scan planning for prefabricated building components.” J. Comput. Civ. Eng. 37 (2): 04022058. https://doi.org/10.1061/(ASCE)CP.1943-5487.0001055.
Su, H.-N., and P.-C. Lee. 2010. “Mapping knowledge structure by keyword co-occurrence: A first look at journal papers in Technology Foresight.” Scientometrics 85 (1): 65–79. https://doi.org/10.1007/s11192-010-0259-8.
Tang, P., D. Huber, B. Akinci, R. Lipman, and A. Lytle. 2010. “Automatic reconstruction of as-built building information models from laser-scanned point clouds: A review of related techniques.” Autom. Constr. 19 (7): 829–843. https://doi.org/10.1016/j.autcon.2010.06.007.
Teizer, J., B. S. Allread, and U. Mantripragada. 2010. “Automating the blind spot measurement of construction equipment.” Autom. Constr. 19 (4): 491–501. https://doi.org/10.1016/j.autcon.2009.12.012.
Turkan, Y., F. Bosche, C. T. Haas, and R. Haas. 2012. “Automated progress tracking using 4D schedule and 3D sensing technologies.” Autom. Constr. 22 (Mar): 414–421. https://doi.org/10.1016/j.autcon.2011.10.003.
Van Eck, N., and L. Waltman. 2010. “Software survey: VOSviewer, a computer program for bibliometric mapping.” Scientometrics 84 (Dec): 523–538. https://doi.org/10.1007/s11192-009-0146-3.
Wang, J., H. Duan, K. Chen, I. Y. Chan, F. Xue, N. Zhang, X. Chen, and J. Zuo. 2024. “Role of urban underground-space development in achieving carbon neutrality: A national-level analysis in China.” Engineering 45 (Feb): 212–221. https://doi.org/10.1016/j.eng.2024.07.012.
Wang, J., W. Sun, W. Shou, X. Wang, C. Wu, H. Y. Chong, Y. Liu, and C. Sun. 2015a. “Integrating BIM and LiDAR for real-time construction quality control.” J. Intell. Rob. Syst. 79 (3–4): 417–432. https://doi.org/10.1007/s10846-014-0116-8.
Wang, J., S. Zhang, and J. Teizer. 2015b. “Geotechnical and safety protective equipment planning using range point cloud data and rule checking in building information modeling.” Autom. Constr. 49 (Jan): 250–261. https://doi.org/10.1016/j.autcon.2014.09.002.
Wang, J. H., T. Q. Yi, X. Liang, and T. Ueda. 2023. “Application of 3D laser scanning technology using laser radar system to error analysis in the curtain wall construction.” Remote Sens. 15 (1): 64. https://doi.org/10.3390/rs15010064.
Wang, M., C. C. Wang, S. Zlatanova, S. Sepasgozar, and M. Aleksandrov. 2021. “Onsite quality check for installation of prefabricated wall panels using laser scanning.” Buildings 11 (9): 412. https://doi.org/10.3390/buildings11090412.
Wang, Q., J. C. P. Cheng, and H. Sohn. 2017. “Automated estimation of reinforced precast concrete rebar positions using colored laser scan data.” Comput.-Aided Civ. Infrastruct. Eng. 32 (9): 787–802. https://doi.org/10.1111/mice.12293.
Wang, Q., and M.-K. Kim. 2019. “Applications of 3D point cloud data in the construction industry: A fifteen-year review from 2004 to 2018.” Adv. Eng. Inf. 39 (Jan): 306–319. https://doi.org/10.1016/j.aei.2019.02.007.
Wang, Q., M.-K. Kim, J. C. P. Cheng, and H. Sohn. 2016a. “Automated quality assessment of precast concrete elements with geometry irregularities using terrestrial laser scanning.” Autom. Constr. 68 (Aug): 170–182. https://doi.org/10.1016/j.autcon.2016.03.014.
Wang, Q., M.-K. Kim, H. Sohn, and J. C. P. Cheng. 2016b. “Surface flatness and distortion inspection of precast concrete elements using laser scanning technology.” Smart Struct. Syst. 18 (3): 601–623. https://doi.org/10.12989/sss.2016.18.3.601.
Wang, Q., Y. Tan, and Z. Y. Mei. 2020. “Computational methods of acquisition and processing of 3D point cloud data for construction applications.” Arch. Comput. Methods Eng. 27 (2): 479–499. https://doi.org/10.1007/s11831-019-09320-4.
Wang, Y., Q. Chen, Q. Zhu, L. Liu, C. Li, and D. Zheng. 2019. “A survey of mobile laser scanning applications and key techniques over urban areas.” Remote Sens. 11 (13): 1540. https://doi.org/10.3390/rs11131540.
Wong, J. K. W., J. Ge, and S. X. He. 2018. “Digitisation in facilities management: A literature review and future research directions.” Autom. Constr. 92: 312–326. https://doi.org/10.1016/j.autcon.2018.04.006.
Wu, C., X. Li, Y. Guo, J. Wang, Z. Ren, M. Wang, and Z. Yang. 2022. “Natural language processing for smart construction: Current status and future directions.” Autom. Constr. 134 (Feb): 104059. https://doi.org/10.1016/j.autcon.2021.104059.
Wyke, S., S. M. Lindhard, and J. K. Larsen. 2023. “Using principal component analysis to identify latent factors affecting cost and time overrun in public construction projects.” Eng. Constr. Archit. Manage. 31 (6): 2415–2436. https://doi.org/10.1108/ECAM-02-2022-0189.
Xiao, W., H. Cao, M. Tang, Z. Zhang, and N. Chen. 2023. “3D urban object change detection from aerial and terrestrial point clouds: A review.” Int. J. Appl. Earth Obs. Geoinf. 118: 103258. https://doi.org/10.1016/j.jag.2023.103258.
Xu, M., X. Nie, H. Li, J. C. Cheng, and Z. Mei. 2022a. “Smart construction sites: A promising approach to improving on-site HSE management performance.” J. Build. Eng. 49 (May): 104007. https://doi.org/10.3390/buildings12010049.
Xu, Y., Y. Luo, and J. Zhang. 2022b. “Laser-scan based pose monitoring for guiding erection of precast concrete bridge piers.” Autom. Constr. 140 (Aug): 104347. https://doi.org/10.1016/j.autcon.2022.104347.
Xu, Z., R. Kang, and R. Lu. 2020. “3D reconstruction and measurement of surface defects in prefabricated elements using point clouds.” J. Comput. Civ. Eng. 34 (5): 04020033. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000920.
Xu, Z., Y. Liang, Y. Xu, Z. Fang, and U. Stilla. 2022c. “Geometric modeling and surface-quality inspection of prefabricated concrete components using sliced point clouds.” J. Constr. Eng. Manage. 148 (9): 04022087. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002345.
Xue, F., W. S. Lu, Z. Chen, and C. J. Webster. 2020. “From LiDAR point cloud towards digital twin city: Clustering city objects based on Gestalt principles.” ISPRS J. Photogramm. Remote Sens. 167 (Sep): 418–431. https://doi.org/10.1016/j.isprsjprs.2020.07.020.
Yan, H., N. Yang, Y. Peng, and Y. Ren. 2020. “Data mining in the construction industry: Present status, opportunities, and future trends.” Autom. Constr. 119 (Nov): 103331. https://doi.org/10.1016/j.autcon.2020.103331.
Zhang, C., V. S. Kalasapudi, and P. Tang. 2016. “Rapid data quality oriented laser scan planning for dynamic construction environments.” Adv. Eng. Inf. 30 (2): 218–232. https://doi.org/10.1016/j.aei.2016.03.004.
Zhang, G. C., P. A. Vela, P. Karasev, and I. Brilakis. 2015. “A sparsity-inducing optimization-based algorithm for planar patches extraction from noisy point-cloud data.” Comput.-Aided Civ. Infrastruct. Eng. 30 (2): 85–102. https://doi.org/10.1111/mice.12063.
Zhao, W., Y. Jiang, Y. Liu, and J. Shu. 2022. “Automated recognition and measurement based on three-dimensional point clouds to connect precast concrete components.” Autom. Constr. 133 (Jan): 104000. https://doi.org/10.1016/j.autcon.2021.104000.
Zhou, Y., D. Han, K. Hu, G. Qin, Z. Xiang, C. Ying, L. Zhao, and X. Hu. 2021. “Accurate virtual trial assembly method of prefabricated steel components using terrestrial laser scanning.” Adv. Civ. Eng. 2021 (1): 9916859. https://doi.org/10.1155/2021/9916859.
Information & Authors
Information
Published In
Copyright
© 2025 American Society of Civil Engineers.
History
Published online: Apr 29, 2025
Published in print: Jul 1, 2025
Discussion open until: Sep 29, 2025
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.