Measurement of Information Loss and Transfer Impacts of Technology Systems in Offsite Construction Processes
Publication: Journal of Construction Engineering and Management
Volume 149, Issue 9
Abstract
Offsite construction, also known as industrialized/prefabricated construction, is an alternative approach to delivering construction projects, compared to the on-site stick-built/built-on-site construction approach. Today’s offsite construction processes often use technology systems (e.g., digital design tools and automated machinery) to increase productivity and improve product quality. These systems operate collectively and rely on information generated in different operating environments. Therefore, information interoperability is critical to achieving overall construction efficiency and economics. This creates a need to study the impacts of information loss and transfer due to information interoperability, specifically for offsite construction processes. Given this, the paper uses a qualitative (case study) approach to document the offsite construction processes and the information requirements for each process. The efforts spent on information generation and transfer are taken as inputs for calculating the information loss and transfer impact using a quantitative (Monte Carlo simulation) approach. It contributes to the body of knowledge with (1) documentation of the current offsite construction processes based on wood panelized construction and the information requirements for all involved technology systems; (2) a case study approach that can be generically applied in other offsite construction companies to capture the information efficiency due to information interoperability; and (3) a generic simulation-based approach to measure the impacts of information loss and transfer between processes. As a result, the paper proposes phases of technology adoption and strategies for offsite construction companies.
Practical Applications
This research proposes some practical implications specifically for the offsite construction industry that intends to adopt new technology systems and/or evaluate the efficiency of information handling in their existing practice, through a case study. For example, offsite construction firms can develop their own evaluation metrics to assess the information loss and transfer before investing in new technology systems, by following a similar approach to this case study. This may include comparing different technology systems from the perspective of return on investment. The approach can also be used to evaluate existing technology systems and set a baseline/benchmark. This will help management to understand the potential losses in effort due to poor information interoperability and set targets for enhancing these systems. Lastly, the proposed phases of technology adoption and strategies can help the offsite construction industry to set targets for progressive technology transformation and serve as a reference for setting expectations from a business perspective. It also helps the company to identify the required talents and know-how in the technology transformation process.
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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
The authors acknowledge the support from the industry partner, ACQBuilt Inc., based in Edmonton, Alberta, Canada, and are grateful for their contributions to this research. Additionally, the research funding support by the Natural Sciences and Engineering Research Council’s Discovery Grant is greatly appreciated (Funding No. RGPIN-2020-04126).
References
Almashaqbeh, M., and K. El-Rayes. 2022. “Multiobjective model for optimizing the planning of floor plans, finishing level, and transportation in modular construction.” J. Archit. Eng. 28 (4): 04022029. https://doi.org/10.1061/(ASCE)AE.1943-5568.0000563.
Altaf, M. S., A. Bouferguene, H. Liu, M. Al-Hussein, and H. Yu. 2018. “Integrated production planning and control system for a panelized home prefabrication facility using simulation and RFID.” Autom. Constr. 85 (Jan): 369–383. https://doi.org/10.1016/j.autcon.2017.09.009.
An, S., P. Martinez, M. Al-Hussein, and R. Ahmad. 2020. “BIM-based decision support system for automated manufacturability check of wood frame assemblies.” Autom. Constr. 111 (Mar): 103065. https://doi.org/10.1016/j.autcon.2019.103065.
Anton, A., L. Reiter, T. Wangler, V. Frangez, R. J. Flatt, and B. Dillenburger. 2021. “A 3D concrete printing prefabrication platform for bespoke columns.” Autom. Constr. 122 (Feb): 103467. https://doi.org/10.1016/j.autcon.2020.103467.
Bai, S., M. Li, L. Song, and R. Kong. 2021. “Developing a common library of prefabricated structure components through graphic media mapping to improve design efficiency.” J. Constr. Eng. Manage. 147 (1): 04020156. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001954.
Bakhshi, S., M. R. Chenaghlou, F. Pour Rahimian, D. J. Edwards, and N. Dawood. 2022. “Integrated BIM and DfMA parametric and algorithmic design based collaboration for supporting client engagement within offsite construction.” Autom. Constr. 133 (Jan): 104015. https://doi.org/10.1016/j.autcon.2021.104015.
Benjaoran, V., and N. Dawood. 2006. “Intelligence approach to production planning system for bespoke precast concrete products.” Autom. Constr. 15 (6): 737–745. https://doi.org/10.1016/j.autcon.2005.09.007.
Bodea, S., C. Zechmeister, N. Dambrosio, M. Dörstelmann, and A. Menges. 2021. “Robotic coreless filament winding for hyperboloid tubular composite components in construction.” Autom. Constr. 126 (Jun): 103649. https://doi.org/10.1016/j.autcon.2021.103649.
Cheng, Z., S. Tang, H. Liu, and Z. Lei. 2023. “Digital technologies in off-site and prefabricated construction: Theories and applications.” Buildings 13 (1): 163. https://doi.org/10.3390/buildings13010163.
Darko, A., A. P. C. Chan, Y. Yang, and M. O. Tetteh. 2020. “Building information modeling (BIM)-based modular integrated construction risk management—Critical survey and future needs.” Comput. Ind. 123 (Dec): 103327. https://doi.org/10.1016/j.compind.2020.103327.
de Gaetani, C. I., M. Mert, and F. Migliaccio. 2020. “Interoperability analyses of BIM platforms for construction management.” Appl. Sci. 10 (13): 4437. https://doi.org/10.3390/app10134437.
Eastman, C. M., Y.-S. Jeong, R. Sacks, and I. Kaner. 2010. “Exchange model and exchange object concepts for implementation of national BIM standards.” J. Comput. Civ. Eng. 24 (1): 25–34. https://doi.org/10.1061/(ASCE)0887-3801(2010)24:1(25).
ElNimr, A., M. Fagiar, and Y. Mohamed. 2016. “Two-way integration of 3D visualization and discrete event simulation for modeling mobile crane movement under dynamically changing site layout.” Autom. Constr. 68 (Aug): 235–248. https://doi.org/10.1016/j.autcon.2016.05.013.
Gallaher, M. P., A. C. O’Connor, J. L. Dettbarn, Jr., and L. T. Gilday. 2004. Cost analysis of inadequate interoperability in the US capital facilities industry, 223–253. Gaithersburg, MD: NIST.
Gan, V. J. L. 2022. “BIM-based building geometric modeling and automatic generative design for sustainable offsite construction.” J. Constr. Eng. Manage. 148 (10): 04022111. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002369.
Gao, S., R. Jin, and W. Lu. 2020. “Design for manufacture and assembly in construction: A review.” Build. Res. Inf. 48 (5): 538–550. https://doi.org/10.1080/09613218.2019.1660608.
Gbadamosi, A. Q., L. Oyedele, A. M. Mahamadu, H. Kusimo, M. Bilal, J. M. Davila Delgado, and N. Muhammed-Yakubu. 2020. “Big data for design options repository: Towards a DFMA approach for offsite construction.” Autom. Constr. 120 (Dec): 103388. https://doi.org/10.1016/j.autcon.2020.103388.
Goh, M., and Y. M. Goh. 2019. “Lean production theory-based simulation of modular construction processes.” Autom. Constr. 101 (May): 227–244. https://doi.org/10.1016/j.autcon.2018.12.017.
Grilo, A., and R. Jardim-Goncalves. 2010. “Value proposition on interoperability of BIM and collaborative working environments.” Autom. Constr. 19 (5): 522–530. https://doi.org/10.1016/j.autcon.2009.11.003.
Han, S., Z. Lei, U. Hermann, A. Bouferguene, and M. Al-Hussein. 2021. “4d-based automation of heavy lift planning in industrial construction projects.” Can. J. Civ. Eng. 48 (9): 1115–1129. https://doi.org/10.1139/cjce-2019-0825.
Ho, C., Y. W. Kim, and Z. B. Zabinsky. 2022. “Prefabrication supply chains with multiple shops: Optimization for job allocation.” Autom. Constr. 136 (Apr): 104155. https://doi.org/10.1016/j.autcon.2022.104155.
Hosseini, M. R., I. Martek, E. K. Zavadskas, A. A. Aibinu, M. Arashpour, and N. Chileshe. 2018. “Critical evaluation of off-site construction research: A Scientometric analysis.” Autom. Constr. 87 (Mar): 235–247. https://doi.org/10.1016/j.autcon.2017.12.002.
Jang, S., and G. Lee. 2018. “Process, productivity, and economic analyses of BIM–based multi-trade prefabrication—A case study.” Autom. Constr. 89 (May): 86–98. https://doi.org/10.1016/j.autcon.2017.12.035.
Jiang, L., J. Shi, Z. Pan, and P. Chen. 2020. “Information integrated management of prefabricated project based on BIM and knowledge flow based ontology.” In Construction research congress 2020: Project management and controls, materials, and contracts, 249–258. Reston, VA: ASCE.
Kamali, M., and K. Hewage. 2016. “Life cycle performance of modular buildings: A critical review.” Renewable Sustainable Energy Rev. 62 (Sep): 1171–1183. https://doi.org/10.1016/j.rser.2016.05.031.
Kasperzyk, C., M. K. Kim, and I. Brilakis. 2017. “Automated re-prefabrication system for buildings using robotics.” Autom. Constr. 83 (Nov): 184–195. https://doi.org/10.1016/j.autcon.2017.08.002.
Kazmi, Z. A., and M. Sodangi. 2022. “Modeling the constraints to the utilization of the internet of things in managing supply chains of off-site construction: An approach toward sustainable construction.” Buildings 12 (3): 388. https://doi.org/10.3390/buildings12030388.
Lee, G. H., J. I. Kim, C. Koo, and T. W. Kim. 2022. “Automated generation of precast concrete slab stacks for transportation in offsite construction projects.” J. Constr. Eng. Manage. 148 (8): 04022072. https://doi.org/10.1061/(asce)co.1943-7862.0002333.
Lei, Z., S. Han, A. Bouferguène, H. Taghaddos, U. Hermann, and M. Al-Hussein. 2015. “Algorithm for mobile crane walking path planning in congested industrial plants.” J. Constr. Eng. Manage. 141 (2): 05014016. https://doi.org/10.1061/(ASCE)CO.1943-7862.0000929.
Lei, Z., H. Taghaddos, U. Hermann, and M. Al-Hussein. 2013. “A methodology for mobile crane lift path checking in heavy industrial projects.” Autom. Constr. 31 (May): 41–53. https://doi.org/10.1016/j.autcon.2012.11.042.
Li, H., and Q. Mao. 2017. “SD-based research on industrialized construction supply chain.” In ICCREM 2017, 163–172. Reston, VA: ASCE.
Martinez, P., B. Barkokebas, F. Hamzeh, M. Al-Hussein, and R. Ahmad. 2021. “A vision-based approach for automatic progress tracking of floor paneling in offsite construction facilities.” Autom. Constr. 125 (May): 103620. https://doi.org/10.1016/j.autcon.2021.103620.
Mohsen, O., Y. Mohamed, and M. Al-Hussein. 2022. “A machine learning approach to predict production time using real-time RFID data in industrialized building construction.” Adv. Eng. Inf. 52 (Apr): 101631. https://doi.org/10.1016/j.aei.2022.101631.
Pan, M., Y. Yang, Z. Zheng, and W. Pan. 2022. “Artificial intelligence and robotics for prefabricated and modular construction: A systematic literature review.” J. Constr. Eng. Manage. 148 (9): 03122004. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002324.
Ramaji, I. J., and A. M. Memari. 2015. “Information exchange standardization for BIM application to multi-story modular residential buildings.” In AEI 2015, 13–24. Reston, VA: ASCE.
Rausch, C., M. Nahangi, C. Haas, and W. Liang. 2019. “Monte Carlo simulation for tolerance analysis in prefabrication and offsite construction.” Autom. Constr. 103 (Jul): 300–314. https://doi.org/10.1016/j.autcon.2019.03.026.
Rausch, C., M. Nahangi, M. Perreault, C. T. Haas, and J. West. 2017. “Optimum assembly planning for modular construction components.” J. Comput. Civ. Eng. 31 (1): 04016039. https://doi.org/10.1061/(ASCE)CP.1943-5487.0000605.
Razkenari, M., A. Fenner, A. Shojaei, H. Hakim, and C. Kibert. 2020. “Perceptions of offsite construction in the United States: An investigation of current practices.” J. Build. Eng. 29 (May): 101138. https://doi.org/10.1016/j.jobe.2019.101138.
Saad, S., W. S. Alaloul, S. Ammad, and A. H. Qureshi. 2021. “A qualitative conceptual framework to tackle skill shortages in offsite construction industry: A Scientometric approach.” Eng. Constr. Archit. Manage. 29 (10): 3917–3947. https://doi.org/10.1108/ECAM-04-2021-0287.
Salih, S. 2012. “The Impact of BIM/VDC on ROI: Developing a financial model for savings and ROI calculation of construction projects.” Master thesis, Dept. of Real Estate and Construction Management, KTH Royal Institute of Technology.
Shoieb, K., M. H. Serror, and M. Marzouk. 2020. “Web-based tool for interoperability among structural analysis applications.” J. Constr. Eng. Manage. 146 (6): 04020058. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001840.
Sun, H., and I. Kim. 2022. “Automated checking system for modular BIM objects.” J. Civ. Eng. Manage. 28 (7): 554–563. https://doi.org/10.3846/jcem.2022.17230.
Sydora, C., Z. Lei, M. F. F. Siu, S. H. Han, and U. Hermann. 2021. “Critical lifting simulation of heavy industrial construction in gaming environment.” Facilities 39 (1–2): 113–131. https://doi.org/10.1108/F-08-2019-0088.
Tellis, W. M. 1997. “Introduction to case study.” Qual. Rep. 3 (2): 1–14. https://doi.org/10.46743/2160-3715/1997.2024.
Tošić, Z., M. F. Eichenauer, E. Ivaniuk, D. Lordick, S. Krasić, and V. Mechtcherine. 2022. “Design and optimization of free-form surfaces for modular concrete 3D printing.” Autom. Constr. 141 (Sep): 104432. https://doi.org/10.1016/j.autcon.2022.104432.
Venugopal, M., C. M. Eastman, R. Sacks, and J. Teizer. 2012. “Semantics of model views for information exchanges using the industry foundation class schema.” Adv. Eng. Inf. 26 (2): 411–428. https://doi.org/10.1016/j.aei.2012.01.005.
Wagner, H. J., M. Alvarez, O. Kyjanek, Z. Bhiri, M. Buck, and A. Menges. 2020. “Flexible and transportable robotic timber construction platform—TIM.” Autom. Constr. 120 (Dec): 103400. https://doi.org/10.1016/j.autcon.2020.103400.
Wang, Y., et al. 2023. “Characterizing data sharing in civil infrastructure engineering: Current practice, future vision, barriers, and promotion strategies.” J. Comput. Civ. Eng. 37 (2): 04023001. https://doi.org/10.1061/JCCEE5.CPENG-5077.
Wang, Z., H. Hu, and J. Gong. 2018. “Framework for modeling operational uncertainty to optimize offsite production scheduling of precast components.” Autom. Constr. 86 (Feb): 69–80. https://doi.org/10.1016/j.autcon.2017.10.026.
Wei, Y., H. Choi, and Z. Lei. 2022. “A generative design approach for modular construction in congested urban areas.” Smart Sustainable Built Environ. 11 (4): 1163–1181. https://doi.org/10.1108/SASBE-04-2021-0068.
Wong Chong, O., and J. Zhang. 2021. “Logic representation and reasoning for automated BIM analysis to support automation in offsite construction.” Autom. Constr. 129 (Sep): 103756. https://doi.org/10.1016/j.autcon.2021.103756.
Wu, J., H. L. Sadraddin, R. Ren, J. Zhang, and X. Shao. 2020. “Invariant signatures of architecture, engineering, and construction objects to support BIM interoperability between architectural design and structural analysis.” J. Constr. Eng. Manage. 147 (1): 04020148. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001943.
Wu, J., J. Zhang, and A. M. Asce. 2019. “New automated BIM object classification method to support BIM interoperability.” J. Comput. Civ. Eng. 33 (5): 04019033. https://doi.org/10.1061/(ASCE)CP.1943.
Wu, L., X. Li, R. Zhao, W. Lu, J. Xu, and F. Xue. 2022. “A blockchain-based model with an incentive mechanism for cross-border logistics supervision and data sharing in modular construction.” J. Cleaner Prod. 375 (Nov): 133460. https://doi.org/10.1016/j.jclepro.2022.133460.
Xu, G., M. Li, C. H. Chen, and Y. Wei. 2018. “Cloud asset-enabled integrated IoT platform for lean prefabricated construction.” Autom. Constr. 93 (Sep): 123–134. https://doi.org/10.1016/j.autcon.2018.05.012.
Yang, C. H., and S. C. Kang. 2021. “Collision avoidance method for robotic modular home prefabrication.” Autom. Constr. 130 (Oct): 103853. https://doi.org/10.1016/j.autcon.2021.103853.
Yang, Y., M. Pan, and W. Pan. 2022. “Integrated offsite logistics scheduling approach for high-rise modular building projects.” J. Constr. Eng. Manage. 148 (6): 04022032. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002280.
Yin, X., H. Liu, Y. Chen, and M. Al-Hussein. 2019. “Building information modelling for off-site construction: Review and future directions.” Autom. Constr. 101 (May): 72–91. https://doi.org/10.1016/j.autcon.2019.01.010.
Zhai, Y., K. Chen, J. X. Zhou, J. Cao, Z. Lyu, X. Jin, G. Q. P. Shen, W. Lu, and G. Q. Huang. 2019. “An internet of things-enabled BIM platform for modular integrated construction: A case study in Hong Kong.” Adv. Eng. Inf. 42 (Oct): 100997. https://doi.org/10.1016/j.aei.2019.100997.
Zhang, N., Y. Tian, J. Wang, and M. Al-Hussein. 2020. “BIM-based automated drainage system design in prefabrication construction.” In Construction research congress 2020: Computer applications, 1146–1155. Reston, VA: ASCE.
Zhao, Y., C. Cao, and Z. Liu. 2022. “A framework for prefabricated component hoisting management systems based on digital twin technology.” Buildings 12 (3): 276. https://doi.org/10.3390/buildings12030276.
Zhong, R. Y., Y. Peng, F. Xue, J. Fang, W. Zou, H. Luo, S. Thomas Ng, W. Lu, G. Q. P. Shen, and G. Q. Huang. 2017. “Prefabricated construction enabled by the internet-of-things.” Autom. Constr. 76 (Apr): 59–70. https://doi.org/10.1016/j.autcon.2017.01.006.
Zhu, Q., T. Zhou, P. Xia, and J. Du. 2022. “Robot planning for active collision avoidance in modular construction: Pipe skids example.” J. Constr. Eng. Manage. 148 (10): 04022114. https://doi.org/10.1061/(ASCE)CO.1943-7862.0002374.
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© 2023 American Society of Civil Engineers.
History
Received: Feb 8, 2023
Accepted: May 10, 2023
Published online: Jun 29, 2023
Published in print: Sep 1, 2023
Discussion open until: Nov 29, 2023
ASCE Technical Topics:
- Architectural engineering
- Building information modeling
- Building management
- Case studies
- Construction (by type)
- Construction engineering
- Construction equipment
- Construction industry
- Construction management
- Engineering fundamentals
- Equipment and machinery
- Methodology (by type)
- Offsite construction
- Project management
- Research methods (by type)
- Wood construction
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