Associations Between Building Information Modelling (BIM) Data and Big Data Attributes

  • Faris Hyder Ali University of Technology Malaysia, UTM, Skudai, 81310, Malaysia
  • Shamsulhadi Bandi University of Technology Malaysia, UTM, Skudai, 81310, Malaysia
Keywords: Digital data, Building information modelling, Big data

Abstract

There is a considerable effort to create and leverage digital data as the construction industry today relatively adopts innovative work processes. Among the innovative work processes getting traction these days, Building Information Modelling or BIM sits at the backbone of the industry's digital strategy with the capability to create a huge volume of digital data. Unveiling, the huge volume of digital data created by BIM processes could pave the way to leap the industry further. Big data is useful in this regard as a platform to derive potential insights from the accumulation of BIM digital data. Despite, a review carried out to understand the connection between BIM data and big data attributes suggests that the linkage between these domains is scantily mapped. Hence, a systematic mapping of these two domains is needed as a precursor for future research to establish the relationship between BIM data creation and big data progression. Using a systematic mapping approach, this paper aims to present an outcome from the analysis carried out to map both BIM data and big data attributes. The mapping analysis evidently suggests a noticeable connection among the two domains, mostly in operation and maintenance while the least is in the specification.

References

. Denis NS. Construction Industry No Longer Getting Left Behind in Technology. 2016.

. Raza Ali Khan, Liew MS, Zawawi NAWA. Impulse Response Analysis for Malaysian Construction Sector by Vector Error Correction Model Malaysian Construction Research Journal. 2015;16[1]:14.

. Sadeghi M, Elliott Jonathan, Weston, Porro, Nick, Strong, Kelly. Developing building information models [BIM] for building handover, operation and maintenance. Journal of Facilities Management. 2019;17[3]:301-16.

. CIDB. CIDB-MPC partnership to enhance construction industry productivity for industry 4.0. 2018.

. Abdullah F. Construction industry and economic development: The Malaysian scene: Penerbit UTM; 2004.

. Morledge R, Smith AJ, Dean K. Building procurement. 1st ed: Chichester: Wiley-Blackwell; 2006.

. DOS. Economic Census 2016 - Construction. 2016.

. CIDB. Functions of Construction Industry Development Board. 2017.

. Zakaria Z, Ismail S, Yusof AM. An Overview of Comparison between Construction Contracts in Malaysia: The Roles and Responsibilities of Contract Administrator in Achieving Final Account Closing Success. 2013.

. Hashim M, Li MCY, Yin NC, Hooi NS, Heng SM, Yong TL. Factors Infuencing the Selection of Procurement Systems by Clients. 2006.

. Thomassen M. BIM & Collaboration in the AEC Industry. Construction Management, Master's [MSc] Thesis [Released 31 August 2011], p 120. 2011.

. Sun M, Howard R. Understanding IT in construction: Routledge; 2004.

. Onyegiri I, Nwachukwu C, Jamike O. Information and communication technology in the construction industry. American journal of scientific and industrial research. 2011;2[3]:461-8.

. Muhleisen M. The Long and Short of The Digital Revolution. 2018.

. Caloukan HK. Technological Change and Economic Growth Procedia - Social and Behavioral Sciences. 2015[195].

. Bilal M, Oyedele LO, Qadir J, Munir K, Ajayi SO, Akinade OO, et al. Big Data in the construction industry: A review of present status, opportunities, and future trends. Advanced Engineering Informatics. 2016;30[3]:500-21.

. Ismail SA, Bandi S, Maaz ZN. An Appraisal into the Potential Application of Big Data in the Construction Industry. Int J Built Environ Sustain. 2018;5[2].

. Kaufmann D, Ruaux X, Jacob M. Digitalization of the Construction Industry: The Revolution is Underway. 2018.

. Azhar S. Building information modeling [BIM]: Trends, benefits, risks, and challenges for the AEC industry. Leadership and management in engineering. 2011;11[3]:241-52.

. Jansen S. The "I" In BIM: Which Information Should be in Your BIM Model? 2018.

. Farghaly K. BIM-linked data integration for asset management. Built Environment Project and Asset Management. 2019;9[4]:489-502.

. Hosey T. Reinventing Construction Industry with Big Data Analytics. 2018.

. Baig MI, Shuib L, Yadegaridehkordi E. Big data adoption: State of the art and research challenges. Information Processing & Management. 2019;56[6]:102095.

. Chan DWM, Olawumi TO, Ho AML. Perceived benefits of and barriers to Building Information Modelling [BIM] implementation in construction: The case of Hong Kong. Journal of Building Engineering. 2019; 25:100764.

. Moreno C, Olbina S, Issa RR. BIM Use by Architecture, Engineering, and Construction [AEC] Industry in Educational Facility Projects. Advances in Civil Engineering. 2019;2019.

. Cherkina V, Shushunova N, Zubkova J, editors. Application of BIM-technologies in tasks of quality management and labour safety. MATEC Web of Conferences; 2018.

. BIM Handbook 2008.

. Cao D, Wang G, Li H, Skitmore M, Huang T, Zhang W. Practices and effectiveness of building information modelling in construction projects in China. Automation in Construction. 2015; 49:113-22.

. Mendelson A. BIM: Digital Data to Enhance Facility Management. 2019.

. Piroozfar P, Farr ERP, Zadeh AHM, Timoteo Inacio S, Kilgallon S, Jin R. Facilitating Building Information Modelling [BIM] using Integrated Project Delivery [IPD]: A UK perspective. Journal of Building Engineering. 2019; 26:100907.

. Boton C, Halin G, Kubicki S, Forgues D, editors. Challenges of Big Data in the Age of Building Information Modeling: A High-Level Conceptual Pipeline 2015; Cham: Springer International Publishing.

. Rokooei S. Building information modeling in project management: necessities, challenges and outcomes. Procedia-Social and Behavioral Sciences. 2015; 210:87-95.

. Jeong Y. A Study on the BIM Evaluation, Analytics, and Prediction [EAP] Framework and Platform in Linked Building Ontologies and Reasoners with Clouds. Advances in Civil Engineering. 2018:14.

. Correa F, Is BIM big enough to take advantage of big data analytics? ISARC Proceedings of the International Symposium on Automation and Robotics in Construction; 2015: IAARC Publications.

. Busta H. KPMG report: Construction industry slow to adopt new technology. 2016.

. Arslan M, Riaz Z, Munawar S, editors. Building Information Modeling [BIM] Enabled Facilities Management Using Hadoop Architecture. 2017 Portland International Conference on Management of Engineering and Technology [PICMET]; 2017 9-13 July 2017.

. Solihin W, Eastman C. A simplified BIM model server on a big data platform. CIB W78. 2015;2016.

. Curry E, O’Donnell J, Corry E, Hasan S, Keane M, O’Riain S. Linking building data in the cloud: Integrating cross-domain building data using linked data. Advanced Engineering Informatics. 2013;27[2]:206-19.

. EBDF. A Short History of Big Data 2019. Available from: https://www.bigdataframework.org/short-history-of-big-data/.

. Press G. A Very Short History Of Big Data 2013. Available from https://www.forbes.com/sites/gilpress/2013/05/09/a-very-short-history-of-big-data/#feba4df65a18.

. Jingjing Li LX, Ling Tang, Shouyang Wang & Ling Li Big data in tourism research: A literature review. Tourism Management. 2018; 68:23.

. Kumar A, Shankar R, Thakur LS. A big data driven sustainable manufacturing framework for condition-based maintenance prediction. Journal of computational science. 2018;27:428-39.

. Kim TW, Park KH, Yi SH, Kim HC, editors. A Big Data Framework for u-Healthcare Systems Utilizing Vital Signs. 2014 International Symposium on Computer, Consumer and Control; 2014 10-12 June 2014.

. Rabhi L, Falih N, Afraites A, Bouikhalene B. Big Data Approach and its applications in Various Fields: Review. Procedia Computer Science. 2019; 155:599-605.

. Motawa I. Spoken dialogue BIM systems – an application of big data in construction. Facilities. 2017; 35[13/14]:787-800.

. Institute MG. Big Data: The Next Frontier for Innovation, Competition and Productivity. 2011.

. Schober K-S. Digitization of the Construction Industry 2016.

. Sarah. How can big data analytics add value to BIM. 2018.

. Ibrahim K, Abanda H, Vidalakis C, Wood G, editors. Bim big data system architecture for asset management: a conceptual framework. Proceedings of the Joint Conference on Computing in Construction [JC3]; 2017.

. Aritonang IR, Lasmana S, Kurnia D. Then Analysis of Skimming and Scanning Technique to Improve Students in Teaching Reading Comprehension. Project [Professional Journal of English Education]. 2019;1[2]:101-6.

. Boland A, Cherry G, Dickson R. Doing a systematic review: A student's guide: Sage; 2017.

. You Z, Wu C. A framework for data-driven informatization of the construction company. Advanced Engineering Informatics. 2019; 39:269-77.

. Olsen D, Taylor JM. Quantity take-off using building information modeling [BIM], and its limiting factors. Procedia engineering. 2017; 196:1098-105.

. Lu Q, Won J, Cheng JC. A financial decision making framework for construction projects based on 5D Building Information Modeling [BIM]. International Journal of Project Management. 2016;34[1]:3-21.

. Jiang Y, He X. Overview of applications of the sensor technologies for construction machinery. IEEE Access. 2020.

. Safa M, Hill L. Necessity of big data analysis in construction management. Strategic Direction. 2019.

. Zhou Y-W, Hu Z-Z, Lin J-R, Zhang J-P. A review on 3D spatial data analytics for building information models. Archives of Computational Methods in Engineering. 2019:1-15.

. Xu N, Zhao J, Xie F, Wang Y, Zhang X, editors. Study on Construction Planning for Bridge Structure Based on BIM Technology. 2020 International Conference on Intelligent Transportation, Big Data & Smart City [ICITBS]; 2020 11-12 Jan. 2020.

. Pennanen A, Ballard G, Haahtela Y. Target costing and designing to targets in construction. Journal of Financial Management of Property and Construction. 2011.

. Graham K, Chow L, Fai S. Level of detail, information and accuracy in building information modelling of existing and heritage buildings. Journal of Cultural Heritage Management and Sustainable Development. 2018.

. Chen L, Shi P, Tang Q, Liu W, Wu Q. Development and application of a specification-compliant highway tunnel facility management system based on BIM. Tunnelling and Underground Space Technology.2020; 97:103262.

. Mejlænder-Larsen Ø. A three-step process for reporting progress in detail engineering using BIM, based on experiences from oil and gas projects. Engineering, Construction and Architectural Management. 2019; 26[4]:648-67.

. Guo H, Yu Y, Skitmore M. Visualization technology-based construction safety management: A review. Automation in Construction. 2017; 73:135-44.

. Rolfsen CN, Merschbrock C. Acceptance of construction scheduling visualizations: bar-charts flowline charts or perhaps BIM? Procedia engineering. 2016;164:558-66.

. Aziz Z. Leveraging BIM and Big Data to deliver well maintained highways. Facilities. 2017;35[13/14]:818-32.

. Chen HM, Chang KC, editors. A Cloud-based System Framework for Storage and Analysis on Big Data of Massive BIMs. ISARC Proceedings of the International Symposium on Automation and Robotics in Construction; 2015: IAARC Publications.

. Peng Y, Lin J-R, Zhang J-P, Hu Z-Z. A hybrid data mining approach on BIM-based building operation and maintenance. Building and Environment. 2017; 126:483-95.

. Lv Z, Li X, Lv H, Xiu W. BIM big data storage in WebVRGIS. IEEE Transactions on Industrial Informatics. 2019;16[4]:2566-73.

. Marzouk M, Enaba M. Analyzing project data in BIM with descriptive analytics to improve project performance. Built Environment Project and Asset Management. 2019;9[4]:476-88.

. Yalcinkaya M, Singh V. VisualCOBie for facilities management: a BIM integrated, visual search and information management platform for COBie extension. Facilities. 2019;37[7/8]:502-24.

. Aibinu AA, Koch F, Ng ST. Data analytics and big data in construction project & asset management. Built Environment Project and Asset Management. 2019.

. Munir M, Kiviniemi A, Finnegan S, Jones SW. BIM business value for asset owners through effective asset information management. Facilities. 2019.

. Golzarpoor B, Haas CT, Rayside D, Kang S, Weston M. Improving construction industry process interoperability with Industry Foundation Processes [IFP]. Advanced Engineering Informatics. 2018; 38:555-68.

. Bianconi F, Filippucci M, Buffi A. Automated design and modeling for mass-customized housing. A web-based design space catalog for timber structures. Automation in construction. 2019; 103:13-25.

. Hong T, Langevin J, Sun K, editors. Building simulation: Ten challenges. Building Simulation; 2018: Springer.

. Jung D-k, Lee D, Park S. Energy operation management for Smart city using 3D building energy information modeling. International journal of precision engineering and manufacturing. 2014;15[8]:1717-24.

. Liu X, Xie N, Jia J, editors. WebVis_BIM: real time web3D visualization of big BIM data. Proceedings of the 14th ACM SIGGRAPH International Conference on Virtual Reality Continuum and its Applications in Industry; 2015.

. Pasini D, Ventura SM, Rinaldi S, Bellagente P, Flammini A, Ciribini ALC, editors. Exploiting Internet of Things and building information modeling framework for management of cognitive buildings. 2016 IEEE International Smart Cities Conference [ISC2]; 2016: IEEE.

. Santos R, Costa AA, Silvestre JD, Pyl L. Informetric analysis and review of literature on the role of BIM in sustainable construction. Automation in Construction. 2019; 103:221-34.

. Asadzadeh A, Arashpour M, Li H, Ngo T, Bab-Hadiashar A, Rashidi A. Sensor-based safety management. Automation in Construction. 2020; 113:103128.

. Matarneh ST, Danso-Amoako M, Al-Bizri S, Gaterell M, Matarneh R. Building information modeling for facilities management: A literature review and future research directions. Journal of Building Engineering. 2019; 24:100755.

. Wong JKW, Zhou J. Enhancing environmental sustainability over building life cycles through green BIM: A review. Automation in Construction. 2015; 57:156-65.

. Halmetoja E. The conditions data model supporting building information models in facility management. Facilities. 2019.

. Wijekoon C, Manewa A, Ross AD. Enhancing the value of facilities information management [FIM] through BIM integration. Engineering, Construction and Architectural Management. 2018.

. Kim KP, Park KS. Housing information modelling for BIM-embedded housing refurbishment. Journal of Facilities Management. 2018.

. Ahmed V, Tezel A, Aziz Z, Sibley M. The future of big data in facilities management: opportunities and challenges. Facilities. 2017.

. Stavropoulos G, Krinidis S, Ioannidis D, Moustakas K, Tzovaras D, editors. A building performance evaluation & visualization system. 2014 IEEE International Conference on Big Data [Big Data]; 2014: IEEE.

. Kubba S. Handbook of green building design and construction: LEED, BREEAM, and Green Globes: Butterworth-Heinemann; 2012.

. Kim E, Cho Y, Kim G. Real Time Building Data collecting Using IoT and BIM. 2018 Asian Conference on Design and Engineering; Japan2018.

Published
2021-02-06
Section
Articles