Liu, Hexu, Sydora, Christoph, Altaf, Mohammed Sadiq, Han, SangHyeok and Al-Hussein, Mohamed (2019) Towards sustainable construction: BIM-enabled design and planning of roof sheathing installation for prefabricated buildings. Journal of Cleaner Production, 235 . pp. 1189-1201. ISSN 09596526
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Official URL: http://dx.doi.org/10.1016/j.jclepro.2019.07.055
Abstract
Off-site construction and building information model (BIM) technology bring benefits to the construction industry in many respects, such as reduced material waste, and lead to solutions towards sustainable construction. Nevertheless, despite the uptake of off-site construction methods and BIM, massive construction waste in terms of sheathing material (e.g., oriented strand board) is still yielded in the light-frame building industry. This research thus presents an automated BIM-based approach to reducing sheathing material waste by enabling a proactive design and planning of roof sheathing installation for prefabricated buildings. Specifically, a BIM-based sheathing layout design algorithm, which incorporates trades know-how, is developed to achieve the construction design automation. A hybrid algorithm integrating greedy algorithm and particle swarm algorithm is applied in connection with the design algorithm to optimize material cutting plans for the generated layout with the objective of minimizing sheathing material waste. Two case studies are presented to demonstrate the feasibility and effectiveness of the proposed approach in terms of roof sheathing material waste reduction. The results are summarized to provide deeper insights in terms of sheathing waste reduction for more sustainable construction practice.
| Divisions: | Concordia University > Gina Cody School of Engineering and Computer Science > Building, Civil and Environmental Engineering |
|---|---|
| Item Type: | Article |
| Refereed: | Yes |
| Authors: | Liu, Hexu and Sydora, Christoph and Altaf, Mohammed Sadiq and Han, SangHyeok and Al-Hussein, Mohamed |
| Journal or Publication: | Journal of Cleaner Production |
| Date: | 7 July 2019 |
| Funders: |
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| Digital Object Identifier (DOI): | 10.1016/j.jclepro.2019.07.055 |
| Keywords: | BIM; Roof sheathing; Off-site construction; Waste minimization; Construction design and planning; Sustainable construction |
| ID Code: | 985571 |
| Deposited By: | Monique Lane |
| Deposited On: | 23 Jul 2019 18:54 |
| Last Modified: | 06 Jul 2021 01:00 |
References:
A. Ahankoob, S.M. Khoshnava, R. Rostami, C. Preece BIM perspectives on construction waste reduction Management in Construction Research Association (MiCRA) Postgraduate Conference(2012), pp. 195-199S.O. Ajayi, L.O. Oyedele Critical design factors for minimizing waste in construction projects: a structural equation modelling approach Resour. Conserv. Recycl., 137 (2018), pp. 302-313
S.O. Ajayi, L.O. Oyedele, M. Bilal, O.O. Akinade, H.A. Alaka, H.A. Owolabi Critical management practices influencing on-site waste minimization in construction projects Waste Manag., 59 (2017), pp. 330-339
S.O. Ajayi, L.O. Oyedele, O.O. Akinade, M. Bilal, H.A. Alaka, H.A. Owolabi, K.O. Kadiri Attributes of design for construction waste minimization: a case study of waste-to-energy project Renew. Sustain. Energy Rev., 73 (2017), pp. 1333-1341
H.K.A. Al-Bayati, S.L. Tighe, J. Achebe Influence of recycled concrete aggregate on volumetric properties of hot mix asphalt Resour. Conserv. Recycl., 130 (2018), pp. 200-214
A. Al-Hajj, K. Hamani Material waste in the UAE construction industry: main causes and minimization practices Architect. Eng. Des. Manag., 7 (4) (2011), pp. 221-235
Z. Chen, H. Li, C.T.C. Wong An application of bar-code system for reducing construction wastes Autom. ConStruct., 11 (2002), pp. 521-533
Y. Cui, Z. Zhao Heuristic for the rectangular two-dimensional single stock size cutting stock problem with two-staged patterns Eur. J. Oper. Res., 231 (2) (2013), pp. 288-298
A.M. Del Valle, T.A. De Queiroz, F.K. Miyazawa, E.C. Xavier Heuristics for two-dimensional knapsack and cutting stock problems with items of irregular shape
Expert Syst. Appl., 39 (16) (2012), pp. 12589-12598
L. Ding, Y. Zhou, B. Akinci Building Information Modeling (BIM) application framework: the process of expanding from 3D to computable nD Autom. ConStruct., 46 (2014), pp. 82-93
T. Ding, J. Xiao Estimation of building-related construction and demolition waste in Shanghai Waste Manag., 34 (2014), pp. 2327-2334
C. Eastman, P. Teicholz, R. Sacks, K. Liston BIM Handbook: A Guide to Building Information Modeling for Owners, Managers, Designers, Engineers and Contractors John Wiley & Sons, Inc (2008)
R. Eberhart, J. Kennedy A new optimizer using particle swarm theory
Proceedings, Sixth International Symposium on Micro Machine and Human Science(1995), pp. 39-43 Nagoya, Japan)
L.L. Ekanayake, G. Ofori Building waste assessment score: design-based tool
Build. Environ., 39 (7) (2004), pp. 851-861
M.R. Esa, A. Halog, L. Rigamonti Strategies for minimizing construction and demolition wastes in Malaysia Resour. Conserv. Recycl., 120 (2017), pp. 219-229
J. Esparza Greedy Algorithms (2003) Available at:
http://www.dcs.ed.ac.uk/teaching/cs1/CS1/Bh/Notes/Greedy.pdf, Accessed 30th Apr 2016
C.T. Formoso, L. Soibelman, C.D. Cesare, E.L. Isatto Material waste in building industry: main causes and prevention J. Constr. Eng. Manag., 128 (4) (2002), pp. 316-325
A. Ghose, M. Pizzol, S.J. McLaren Consequential LCA modelling of building refurbishment in New Zealand-an evaluation of resource and waste management scenarios J. Clean. Prod., 165 (2017), pp. 119-133
Giroux Environmental Consulting (GEC) State of Waste Management in Canada
(2014) available at:
https://www.ccme.ca/files/Resources/waste/wst_mgmt/State_Waste_Mgmt_in_Canada%20April%202015%20revised.pdf, Accessed 7th Nov 2018
B. Hardin BIM and Construction Management: Proven Tools, Methods, and Workflows (first ed.), Wiley Publishing, Inc. (2009)
K. Hewage, A. Porwal Sustainable Construction: an Information Modelling Approach for Waste Reduction (2012) available at: https://iiirr.ucalgary.ca/files/iiirr/148.pdf, Accessed 7th Nov 2018
B.G. Hwang, M. Shan, K.Y. Looi Key constraints and mitigation strategies for prefabricated prefinished volumetric construction J. Clean. Prod., 183 (2018), pp. 183-193
R. Ikau, R. Tawie, C. Joseph Initial findings on perspectives of local contractors on waste minimization barriers and incentives on construction sites Proceedings of 2013 IEEE Business Engineering and Industrial Applications Colloquium (BEIAC) (2013), pp. 506-509
L. Jaillon, C.S. Poon, Y.H. Chiang Quantifying the waste reduction potential of using prefabrication in building construction in Hong Kong Waste Manag., 29 (2009), pp. 309-320
E. Krygiel, B. Nies Green BIM: Successful Sustainable Design with Building Information Modeling John Wiley & Sons, Inc (2008)
H. Liu, B. Holmwood, C. Sydora, G. Singh, M. Al-Hussein Optimizing multi-wall panel configuration for panelized construction using BIM Proceedings, 2017 International Structural Engineering & Construction Conference (ISEC), Valencia, Spain, Jul. 24-29 (2017)
H. Liu, G. Singh, M. Lu, A. Bouferguene, M. Al-Hussein BIM-based automated design and planning for boarding of light-frame residential buildings Autom. ConStruct., 89 (2018), pp. 235-249
Z. Liu, M. Osmani, P. Demian, A. Baldwin A BIM-aided construction waste minimization framework Autom. ConStruct., 59 (2015), pp. 1-23
M. Lu, D.P. Wu, J.P. Zhang A Particle Swarm Optimization-Based Approach to Tackling Simulation Optimization of Stochastic, Large-Scale and Complex Systems. In Advances in Machine Learning and Cybernetics Springer, Berlin, Heidelberg (2006), pp. 528-537
W. Lu, C. Webster, K. Chen, X. Zhang, X. Chen Computational Building Information Modelling for construction waste management: moving from rhetoric to reality Renew. Sustain. Energy Rev., 68 (2017), pp. 587-595
T. Lawton, P. Moore, K. Cox, J. Clark The gammon Skanska construction system
Proceedings of the International Conference Advances in Building Technology 2, Hong Kong, China (2002), pp. 1073-1080
J.D. Manrique, M. Al-Hussein, A. Bouferguene, H. Safouhi, R. Nasseri Combinatorial algorithm for optimizing wood waste in framing designs J. Constr. Eng. Manag., 137 (3) (2009), pp. 188-197
A.B. Meibodi, H. Kew, H. Haroglu Most popular methods for minimizing in-situ concrete waste in the UK New York Sci. J., 7 (12) (2014), pp. 111-116
A.S. Nagpure Assessment of quantity and composition of illegal dumped municipal solid waste (MSW) in Delhi Resour. Conserv. Recycl., 141 (2019), pp. 54-60
M. Osmani Construction waste minimization in the UK: current pressures for change and approaches Procedia Soc. Behav. Sci., 402012 (2012), pp. 37-40
A. Porwal, K.N. Hewage Building information modeling–based analysis to minimize waste rate of structural reinforcement J. Constr. Eng. Manag., 138 (8) (2011), pp. 943-954
P.V. Saez, M.R. Merino, A.S. González, C. Porras-Amores Best practice measures assessment for construction and demolition waste management in building constructions Resour. Conserv. Recycl., 75 (2013), pp. 52-62
J. Sim, C. Park Compressive strength and resistance to chloride ion penetration and carbonation of recycled aggregate concrete with varying amount of fly ash and fine recycled aggregate Waste Manag., 31 (11) (2011), pp. 2352-2360
M.A. Shalaby, M. Kashkoush A particle swarm optimization algorithm for a 2-D irregular strip packing problem Am. J. Oper. Res., 3 (02) (2013), p. 268
L.Y. Shen, V.W.Y. Tam, D. Drew Mapping approach for examining waste management on construction sites 130 (2004), pp. 472-481
T. Tan, K. Chen, F. Xue, W. Lu Barriers to Building Information Modeling (BIM) implementation in China's prefabricated construction: an interpretive structural modeling (ISM) approach J. Clean. Prod., 219 (2019), pp. 949-959
J. Won, J.C. Cheng Identifying potential opportunities of building information modeling for construction and demolition waste management and minimization Autom. ConStruct., 79 (2017), pp. 3-18
J. Wang, H. Yuan, X. Kang, W. Lu Critical success factors for on-site sorting of construction waste: a China study Resour. Conserv. Recycl., 54 (11) (2010), pp. 931-936
C.J. Zega, Á.A. Di Maio Use of recycled fine aggregate in concretes with durable requirements Waste Manag., 31 (11) (2011), pp. 2336-2340
H. Zhang, X. Li, H. Li, F. Huang Particle swarm optimization-based schemes for resource-constrained project scheduling Autom. ConStruct., 14 (3) (2005), pp. 393-404
C. Zheng, C. Yi, M. Lu Integrated optimization of rebar detailing design and installation planning for waste reduction and productivity improvement Autom. ConStruct., 101 (2019), pp. 32-47
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