A Markov chain Monte Carlo technique based optimal mix design of porous concrete

Article

Jin, Lu and Zhuge, Yan. 2013. "A Markov chain Monte Carlo technique based optimal mix design of porous concrete." Applied Mechanics and Materials. 357-360, pp. 959-962. https://doi.org/10.4028/www.scientific.net/AMM.357-360.959
Article Title

A Markov chain Monte Carlo technique based optimal mix design of porous concrete

ERA Journal ID124777
Article CategoryArticle
AuthorsJin, Lu (Author) and Zhuge, Yan (Author)
EditorsHou, Hetao and Tian, Li
Journal TitleApplied Mechanics and Materials
Journal Citation357-360, pp. 959-962
Number of Pages4
Year2013
PublisherTrans Tech Publications
Place of PublicationZurich, Switzerland
ISSN1660-9336
1662-7482
1662-7490
Digital Object Identifier (DOI)https://doi.org/10.4028/www.scientific.net/AMM.357-360.959
Web Address (URL)http://www.ceabm.org
Abstract

Porous concrete is one of the innovative and promising concrete products, which is featured with a relatively high water permeability rate. Compared with conventional concrete products, due to the lack of fine aggregates in the mix design of porous concrete, the void spaces between the coarse aggregates remains unfilled and causes a large amount of porosity in the hardened concrete mass. On the other hand, the strength of porous concrete is usually lower than that of the conventional concrete products due to the lack of fine aggregates. For the purpose of achieving a relatively high strength of porous concrete while maintaining a good permeability of pavements, the mix design of porous concrete is modeled as a Markov Chain Monte Carlo (MCMC) system and a Gibbs Sampling method based approach is developed to approximate the optimal mix design. The simulation results show that, by using the proposed approach, the system converges to the optimal solution quickly and the derived optimal mix design achieves the tradeoff between the compressive strength and the permeability rate.

Keywordscompressive strength; Gibbs sampling; Markov chain monte carlo; optimal mix design; permeability; porous concrete
ANZSRC Field of Research 2020340309. Theory and design of materials
400505. Construction materials
401706. Numerical modelling and mechanical characterisation
Public Notes

© 2013 Trans Tech Publications, Switzerland. Published version deposited in accordance with the copyright policy of the publisher.
Series: Applied Mechanics and Materials vols 357-360

Byline AffiliationsFaculty of Engineering and Surveying
Event3rd International Conference on Civil Engineering, Architecture and Building Materials (CEABM 2013)
Institution of OriginUniversity of Southern Queensland
ISBN9783037857762
Event Details
3rd International Conference on Civil Engineering, Architecture and Building Materials (CEABM 2013)
Event Date
24 to end of 26 May 2013
Event Location
Jinan, China
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Zhuge, Yan and Lian, Chunqi. 2009. "Development of environmentally friendly and structural enhanced permeable concrete pavement material." Thorpe, David, Zhuge, Yan and Rogers-Clark, Peter (ed.) 2009 Southern Region Engineering Conference (SREC 2009). Springfield, Australia 17 - 18 Oct 2009 Brisbane, Australia.
Modelling pervious concrete under compression loading: a discrete element approach
Lian, C., Zhuge, Y. and Beecham, S.. 2011. "Modelling pervious concrete under compression loading: a discrete element approach." Advanced Materials Research. 168-170, pp. 1590-1600. https://doi.org/10.4028/www.scientific.net/AMR.168-170.1590
Optimum mix design of enhanced permeable concrete: an experimental investigation
Lian, C. and Zhuge, Y.. 2010. "Optimum mix design of enhanced permeable concrete: an experimental investigation." Construction and Building Materials. 24 (12), pp. 2664-2671. https://doi.org/10.1016/j.conbuildmat.2010.04.057
Investigation of the effect of aggregate on the performance of permeable concrete
Lian, Chunqi and Zhuge, Yan. 2009. "Investigation of the effect of aggregate on the performance of permeable concrete." Ghafoori, Nader (ed.) Challenges, opportunities, and solutions in structural engineering and construction. Leiden, Netherlands. Taylor & Francis (CRC Press) / Balkema. pp. 505-510
Investigation of frequency characteristics of GFRP/phenolic sandwich beams
Awad, Ziad K., Aravinthan, Thiru, Zhuge, Yan and Gonzalez, Felipe. 2010. "Investigation of frequency characteristics of GFRP/phenolic sandwich beams." Goh, Steven C. and Wang, Hao (ed.) 2010 Southern Region Engineering Conference (SREC 2010). Toowoomba, Australia 11 - 12 Nov 2010 Toowoomba, Australia.
Cost optimum design of structural fibre composite sandwich panel for flooring applications
Awad, Ziad K., Aravinthan, Thiru and Zhuge, Yan. 2011. "Cost optimum design of structural fibre composite sandwich panel for flooring applications." Ye, Lieping, Feng, Peng and Yue, Qingrui (ed.) 5th International Conference on FRP Composites in Civil Engineering (CICE 2010). Beijing, China 27 - 29 Sep 2010 Beijing, China.
Modelling of URM walls retrofitted with cable: a comparison between a basic mechanical model and distinct element method
Zhuge, Yan and Chuang, Shihwei. 2006. "Modelling of URM walls retrofitted with cable: a comparison between a basic mechanical model and distinct element method." Transactions of the Tianjin University. 12 (Supplement), pp. 171-176.
Distinct element modelling of unreinforced masonry wall under seismic loads with and without cable retrofitting
Zhuge, Yan. 2008. "Distinct element modelling of unreinforced masonry wall under seismic loads with and without cable retrofitting." Transactions of the Tianjin University. 14 (Supplement), pp. 471-475. https://doi.org/10.1007/s12209-008-0080-0
Numerical simulation of masonry shear panels with distinct element approach
Zhuge, Yan and Hunt, Suzanne P.. 2003. "Numerical simulation of masonry shear panels with distinct element approach ." Structural Engineering and Mechanics. 15 (4), pp. 477-493.
Experimental capacity assessment of cold-formed boxed stud and C stud wall systems used in Australian residential construction
Pham, Maria M., Mills, Julie E. and Zhuge, Yan. 2006. "Experimental capacity assessment of cold-formed boxed stud and C stud wall systems used in Australian residential construction." Journal of Structural Engineering. 132 (4), pp. 631-635. https://doi.org/10.1061/(ASCE)0733-9445(2006)132:4(631)
Seismic retrofitting of unreinforced masonry buildings - a literature review
Zhuge, Y. and Chuang, S. W.. 2005. "Seismic retrofitting of unreinforced masonry buildings - a literature review." Australian Journal of Structural Engineering. 6 (1), pp. 25-36.
Finite element analysis of fibre composite sandwich panel
Awad, Ziad K., Aravinthan, Thiru and Zhuge, Yan. 2009. "Finite element analysis of fibre composite sandwich panel." Thorpe, David, Zhuge, Yan and Rogers-Clark, Peter (ed.) 2009 Southern Region Engineering Conference (SREC 2009). Springfield, Australia 17 - 18 Oct 2009 Brisbane, Australia.
Implementing and evaluating an adaptive secure routing protocol for mobile ad hoc network
Jin, Lu, Zhang, Zhongwei and Lai, David. 2006. "Implementing and evaluating an adaptive secure routing protocol for mobile ad hoc network." Powell, Steven (ed.) 5th Annual Wireless Telecommunication Symposium (WTS2006). Pomona, United States 27 - 29 Apr 2006 Pomona, California, USA.
Applications and performances of extended TTDDs in large-scale wireless sensor networks
Zhou, Hong, Jin, Lu, Zhang, Zhongwei, Ali, Hesham and Wang, Chulho. 2007. "Applications and performances of extended TTDDs in large-scale wireless sensor networks." Zhang, H., Olariu, S., Cao, Jiannong and Johnson, D. B. (ed.) 3rd International Conference of Mobile Ad-hoc and Sensor Networks. Beijing, China 12 - 14 Dec 2007 Berlin. https://doi.org/10.1007/978-3-540-77024-4
Deliberation and implementation of adaptive fuzzy logic based security level routing protocol for mobile ad hoc network
Jin, Lu, Zhang, Zhongwei and Zhou, Hong. 2007. "Deliberation and implementation of adaptive fuzzy logic based security level routing protocol for mobile ad hoc network." Jiang, Yingtao (ed.) 4th Annual IEEE Consumer Communications and Networking Conference (CCNC 2007). Las Vegas, United States 11 - 13 Jan 2007 Las Vegas, USA.
Improving the performance of SCTP Transport Protocol over wireless networks
Zhang, Zhongwei and Jin, Lu. 2006. "Improving the performance of SCTP Transport Protocol over wireless networks." Wysocki, Beata J. and Wysocki, Tadeusz A. (ed.) 5th Workshop on the Internet, Telecommunications and Signal Processing (WITSP2006). Hobart, Australia 11 - 13 Dec 2006 Tarrawanna, N.S.W., Australia.
Performance comparison of the AODV, SAODV and FLSL routing protocols in mobile ad hoc networks
Jin, Lu, Zhang, Zhongwei and Zhou, Hong. 2006. "Performance comparison of the AODV, SAODV and FLSL routing protocols in mobile ad hoc networks." Wysocki, Tadeusz A. and Wysocki, Beata J. (ed.) 5th Workshop on the Internet, Telecommunications and Signal Processing (WITSP2006). Hobart, Australia 11 - 13 Dec 2006 Tarrawanna, N.S.W., Australia.