Have a personal or library account? Click to login
Optimization of a Self-Compacting Paste Based on Glass Powder Using Mixture Design and the Desirability Function Cover

Optimization of a Self-Compacting Paste Based on Glass Powder Using Mixture Design and the Desirability Function

Open Access
|Dec 2023

References

  1. Statista, Key figures on glass recycling worldwide, (2018). Google Scholar https://www.statista.com/statistics/1055604/key-figures-glass-recycling-globally/.
  2. Jiang, Y., Ling, T.-C., Mo K.H., Shi C. (2019). A critical review of waste glass powder – Multiple roles of utilization in cement-based materials and construction products. Journal of Environmental Management, 242, pp. 440-449.
  3. Nepomuceno, M.C.S., Pereira-De-Oliveira, L.A., Lopes, S.M.R. (2014). Methodology for the mix design of self-compacting concrete using different mineral additions in binary blends of powders. Construction and Building Materials, 64, pp. 82-94.
  4. Yang, S., Zhang, J., An, X., Qi, B., Shen, D., Lv, M. (2021) Effects of fly ash and limestone powder on the paste rheological thresholds of self-compacting concrete, Construction and Building Materials, Volume 281, 122560, ISSN 0950-0618, <a href="https://doi.org/10.1016/j.conbuildmat.2021.122560." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.conbuildmat.2021.122560.</a>
  5. Khudair, Y. A., Mohammed, M. K., & Hama, S. M. (2020). Optimization of glass powder content in self-compacting concrete as partial replacement of cement. IOP Conference Series: Materials Science and Engineering. 022140. doi:<a href="https://doi.org/10.1088/1757-899X/928/2/022140" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1088/1757-899X/928/2/022140</a>
  6. Wang, Y.,Li, J., He, X., Zheng, Z., Su, Y., Zhao, H., Yang, J., Strnadel, B. (2020). Effects of wetgrinded superfine waste glass on the fresh properties and reaction characteristic of cement pastes, Construction and Building Materials, Volume 247, 118593, <a href="https://doi.org/10.1016/j.conbuildmat.2020.118593." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.conbuildmat.2020.118593.</a>
  7. Paul, S.CH., Šavija, B., Babafemi, A.J. (2018). A comprehensive review on mechanical and durability properties of cement-based materials containing waste recycled glass, Journal of Cleaner Production, Volume 198, Pages 891-906, <a href="https://doi.org/10.1016/j.jclepro.2018.07.095." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.jclepro.2018.07.095.</a>
  8. Ahmed, K.S. & Rana, L.R. (2023). Fresh and hardened properties of concrete containing recycled waste glass: A review. Journal of Building Engineering, Volume 70, 106327, ISSN 2352-7102, <a href="https://doi.org/10.1016/j.jobe.2023.106327." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.jobe.2023.106327.</a>
  9. Shayan, A & Xu, A. (2004). Value-added utilisation of waste glass in concrete. Cement and concrete Research, vol.34, pp.81 - 89. <a href="https://doi.org/10.1016/S0008-8846(03)00251-5." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/S0008-8846(03)00251-5.</a>
  10. Idir, R., Cyr, M. & Tagnit-Hamou, A. (2011). Pozzolanic Properties of Fine and Coarse Color-Mixed Glass Cullet. Cement and Concrete Composites, 33, 19-29.
  11. Matos, A. M., Ramos, T., Nunes, S., & Sousa-Coutinho, J. (2016). Durability enhancement of SCC with waste glass powder. Materials Research, 19, 67-74. <a href="https://doi.org/10.1590/1980-5373-MR-2015-0288." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1590/1980-5373-MR-2015-0288.</a>
  12. Sharifi Y., I. Afshoon, Z. Firoozjai & A.Momeni. (2016). Utilization of waste glass micro-particles in producing self-consolidation concrete mixtures. International Journal of Concrete Structures and Materials; vol. 10, 337-353.
  13. Shayan A, Xu A. (2006). Performance of glass powder as a pozzolanic material in concrete: a field trial on concrete slabs. Cem Concr Res; 36: 457–68. <a href="https://doi.org/10.1016/j.cemconres.2005.12.012." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.cemconres.2005.12.012.</a>
  14. Lu, J. X., Duan, Z. H., & Poon, C. S. (2017). Fresh properties of cement pastes or mortars incorporating waste glass powder and cullet. Construction and Building Materials. 131, 793-799. <a href="https://doi.org/10.1016/j.conbuildmat.2016.11.011." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.conbuildmat.2016.11.011.</a>
  15. Dong, W., Li, W., Tao, Z. (2021). A comprehensive review on performance of cementitious and geopolymeric concretes with recycled waste glass as powder, sand or cullet. Resources, Conservation and Recycling. Volume 172, 105664, ISSN 0921-3449, <a href="https://doi.org/10.1016/j.resconrec.2021.105664." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.resconrec.2021.105664.</a>
  16. Derringer G, Suich R. (1980). Simultaneous optimization of several response variables. J Qual Tech 12(4):214–219. <a href="https://doi.org/10.1080/00224065.1980.11980968." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1080/00224065.1980.11980968.</a>
  17. Jeong, I.J, Kim, K.J. (2009). An interactive desirability function method to multiresponse optimization. Eur J Oper Res.,195(2):412-426. doi: <a href="https://doi.org/10.1016/j.ejor.2008.02.018." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.ejor.2008.02.018.</a>
  18. Myers, R.H.; Montgomery, D.C. (2009). Response Surface Methodology: Process and Product Optimization Using Designed Experiments; John Wiley & Sons, Inc.: New York, NY, USA,.
  19. Harrington EC (1965) The desirability function. Ind Qual Control 21(10):494–498.
  20. EN 197-1:2011: Cement Composition, specifications and conformity criteria for common cements.
  21. Barrak, M.E. (2005). Contribution to the study of the flowability of self-compacting concrete in the fresh state. PhD thesis.
  22. NF P18-507. November 1992: Additions for concrete. Water retention. Method for measurement of fluidity by flowing with the “cone de marsh”.
  23. NF P18-358. July 1985: Admixtures for concretes, mortars and grouts - Routine grouts for prestressing ducts - Measurement of fluidity and water reduction.
  24. Eriksson, L., Johansson, E., Wikström, C. (1998). Mixture design—design generation, PLS analysis, and model usage, Chemometrics and Intelligent Laboratory Systems, Volume 43, Issues 1–2, Pages 1-24.
  25. Goupy, J. (2000). Experimental designs: mixtures. DUNOD,
  26. Schwartz, D. (1992). Méthodes statistiques à l’usage des médecins et des biologistes. Collection Statistique en biologie et en médecine. Ed Flammarion Medecine-Sciences, Paris.
  27. EN 1015-11 (2019).Test methods for masonry mortar. Determination of flexural and compressive strength of hardened mortar.
  28. Ali Mardani-Aghabaglou, Hasan Tahsin Öztürk, Murat Kankal, Kambiz Ramyar. (2021). Assessment and prediction of cement paste flow behavior; Marsh-funnel flow time and mini-slump values. Construction and Building Materials, Volume 301, 124072, ISSN 0950-0618, <a href="https://doi.org/10.1016/j.conbuildmat.2021.124072." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.conbuildmat.2021.124072.</a>
  29. Hiroshi Uchikawa, Shunsuke Hanehara, Tokuhiko Shirasaka, Daisuke Sawaki. (1992). Effect of admixture on hydration of cement, adsorptive behavior of admixture and fluidity and setting of fresh cement paste. Cement and Concrete Research. Volume 22, Issue 6, Pages 1115-1129, ISSN 0008-8846, <a href="https://doi.org/10.1016/0008-8846(92)90041-S." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/0008-8846(92)90041-S.</a>
  30. Weisong Yin, X. Li, T. Sun, Y. Chen, F. Xu, G. Yan, M. Xu, K. Tian. (2021). Utilization of waste glass powder as partial replacement of cement for the cementitious grouts with superplasticizer and viscosity modifying agent binary mixtures: rheological and mechanical performances. Construct. Build. Mater. 286, p. 122953. <a href="https://doi.org/10.1016/j.conbuildmat.2021.122953" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.conbuildmat.2021.122953</a>
  31. Saber Ibrahim, Amr Meawad. (2022). Towards green concrete: Study the role of waste glass powder on cement/superplasticizer compatibility. Journal of Building Engineering. Volume 47, 103751, ISSN 2352-7102, <a href="https://doi.org/10.1016/j.jobe.2021.103751." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.jobe.2021.103751.</a>
  32. Agulló, L., Toralles-Carbonari, B., Gettu, R. et al. (1999). Fluidity of cement pastes with mineral admixtures and superplasticizer—A study based on the Marsh cone test. Mat. Struct. 32, 479–485. <a href="https://doi.org/10.1007/BF02481631" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1007/BF02481631</a>
  33. Ali A. Aliabdo, Abd Elmoaty M. Abd Elmoaty, Ahmed Y. Aboshama (2016) Utilization of waste glass powder in the production of cement and concrete. Construction and Building Materials. Volume 124, Pages 866-877, ISSN 0950-0618. <a href="https://doi.org/10.1016/j.conbuildmat.2016.08.016." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.conbuildmat.2016.08.016.</a>
  34. Soliman, N.A., Tagnit-Hamou, A. (2016). Development of Ultra-Hight-Performance concret using powder– towards ecofriendly concrete, Construction and Building Materials. 125: 600-612.
  35. Zheng, K. (2016). Pozzolanic reaction of glass powder and its role in controlling alkali–silica reaction. Cement and Concrete Composites. Volume 67, Pages 30-38, ISSN 0958-9465. <a href="https://doi.org/10.1016/j.cemconcomp.2015.12.008." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.cemconcomp.2015.12.008.</a>
  36. Lee, H., Hanif, A., Usman, M., Sim, J., Oh, H. (2018) Performance evaluation of concrete incorporating glass powder and glass sludge wastes as supplementary cementing material, Journal of Cleaner Production, Volume 170, Pages 683-693, ISSN 0959-6526, <a href="https://doi.org/10.1016/j.jclepro.2017.09.133." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.jclepro.2017.09.133.</a>
  37. Mahsa, K., Ghahremaninezhad, A. (2016). An investigation into the hydration and microstructure of cement pastes modified with glass powders. Construction and Building Materials. Volume 112, Pages 915-924, ISSN 0950-0618, <a href="https://doi.org/10.1016/j.conbuildmat.2016.02.085." target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">https://doi.org/10.1016/j.conbuildmat.2016.02.085.</a>
DOI: https://doi.org/10.2478/sspjce-2023-0003 | Journal eISSN: 1338-7278 | Journal ISSN: 1336-9024
Language: English
Published on: Dec 29, 2023
Published by: Sciendo
In partnership with: Paradigm Publishing Services
Publication frequency: 2 times per year

© 2023 Messaouda Ch. Boulkhiout, Ryad Amdoun, El Hadi Benyoussef, Abderrahim Bali, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.