DOI QR코드

DOI QR Code

Prediction model of resistivity and compressive strength of waste LCD glass concrete

  • Wang, Chien-Chih (Department of Civil Engineering and Geomatics, Cheng Shiu University)
  • 투고 : 2015.09.12
  • 심사 : 2017.01.18
  • 발행 : 2017.05.25

초록

The purpose of this study is to establish a prediction model for the electrical resistivity ($E_r$) of self-consolidating concrete by using waste LCD (liquid crystal display) glass as part of the fine aggregate and then, to analyze the results obtained from a series of laboratory tests. A hyperbolic function is used to perform nonlinear multivariate regression analysis of the electrical resistivity prediction model, with parameters such as water-binder ratio (w/b), curing age (t) and waste glass content (G). Furthermore, the relationship of compressive strength and electrical resistivity of waste LCD glass concrete is also found by a logarithm function, while compressive strength is evaluated by the electrical resistivity of non-destructive testing (NDT). According to relative regression analysis, the electrical resistivity and compressive strength prediction models are developed, and the results show that a good agreement is obtained using the proposed prediction models. From the comparison between the predicted analysis values and test results, the MAPE value of electrical resistivity is 17.0-18.2% and less than 20%, the MAPE value of compressive strength evaluated by $E_r$ is 5.9-10.6% and nearly less than 10%. Therefore, the prediction models established in this study have good predictive ability for electrical resistivity and compressive strength of waste LCD glass concrete. However, further study is needed in regard to applying the proposed prediction models to other ranges of mixture parameters.

키워드

참고문헌

  1. Breysse, D. (2012), "Nondestructive evaluation of concrete strength: An historical review and a new perspective by combining NDT methods", Constr. Build. Mater., 33, 139-163. https://doi.org/10.1016/j.conbuildmat.2011.12.103
  2. Chang, H.L. (2005), "An approach to sustainable growth for flat panel display industry in Taiwan", Sustain. Ind. Devel. Bim., 19, 4-13.
  3. Ferreira, R.M. and Jalali, S. (2010), "NDT measurements for the prediction of 28-day compressive strength", NDT&E Int., 43(2), 55-61. https://doi.org/10.1016/j.ndteint.2009.09.003
  4. Gao, Y.Y., Liu, L.P. and Wang, Y.J. (2008), LCD Panel Manufacturing Waste Resource Status of Comment, Green Foundation Newsletters Special Reports.
  5. Ismail, Z.Z. and Hashmi, E.A.A. (2009), "Recycling of waste glass as a partial replacement for fine aggregate in concrete", Waste Manage., 29(2), 655-659. https://doi.org/10.1016/j.wasman.2008.08.012
  6. Kahraman, S. and Alber, M. (2014), "Electrical impedance spectroscopy measurements to estimate the uniaxial compressive strength of a fault breccia", Bull. Mater. Sci., 37(6), 1543-1550. https://doi.org/10.1007/s12034-014-0109-z
  7. Kou, S.C. and Poon, C.S. (2009), "Properties of self-compacting concrete prepared with recycled glass aggregate", Cement Concrete Compos., 31, 107-113. https://doi.org/10.1016/j.cemconcomp.2008.12.002
  8. Lewis, C.D. (1982), Industrial and Business Forecasting Method, Butterworth Scientific Publishers, London, U.K.
  9. Lin, K.L. (2007), "The effect of heating temperature of thin film transistor-liquid crystal display (TFT-LCD) electric-optical waste glass substitute partial clay as eco-brick", J. Clean. Prod., 15(18), 1755-1759. https://doi.org/10.1016/j.jclepro.2006.04.002
  10. Lin, K.L., Shiu, H.S., Shie, J.L., Cheng, T.W. and Hwang, C.L. (2012), "Effect of composition on characteristics of thin film transistor liquid crystal display (TFT-LCD) waste glassmetakaolin-based geopolymers", Constr. Build. Mater., 36, 501-507. https://doi.org/10.1016/j.conbuildmat.2012.05.018
  11. Liu, Y. and Presuel-Moreno, F. (2014), "Effect of elevated temperature curing on compressive strength and electrical resistivity of concrete with fly ash and ground-granulated blastfurnace slag", ACI Mater. J., 111(5), 531-541.
  12. Lubeck, A., Gastaldini, A.L.G., Barin, D.S. and Siqueira, H.C. (2012), "Compressive strength and electrical properties of concrete with white Portland cement and blast-furnace slag", Cement Concrete Compos., 34(3), 392-399. https://doi.org/10.1016/j.cemconcomp.2011.11.017
  13. Omran, A. and Tagnit-Hamou, A. (2016), "Performance of glasspowder concrete in field applications", Constr. Build. Mater., 109, 84-95. https://doi.org/10.1016/j.conbuildmat.2016.02.006
  14. Park, S.B., Lee, B.C. and Kim, J.H. (2004), "Studies on mechanical properties of concrete containing waste glass aggregate", Cement Concrete Res., 34(12), 2181-2189. https://doi.org/10.1016/j.cemconres.2004.02.006
  15. Ramezanianpour, A.A., Karein, S.M.M., Vosoughi, P., Pilvar, A., Isapour, S. and Moodi, F. (2014), "Effects of calcined perlite powder as a SCM on the strength and permeability of concrete", Constr. Build. Mater., 66, 222-228. https://doi.org/10.1016/j.conbuildmat.2014.05.086
  16. Ramezanianpour, A.A., Pilvar, A., Mahdikhani, M. and Moodi, F. (2011), "Practical evaluation of relationship between concrete resistivity, water penetration, rapid chloride penetration and compressive strength", Constr. Build. Mater., 25(5), 2472-2479. https://doi.org/10.1016/j.conbuildmat.2010.11.069
  17. Roland, M., Werner, B. and Brigitte, S.H. (2004), Safety of Recovery of LCDs in Compliance with WEEE, Berlin, Germany.
  18. Sakale, R., Singh, S. and Jain, S. (2016), "Experimental investigation on strength of glass powder replacement by cement in concrete with different dosages", J. Sci. Technol. Eng., 2(8), 76-86.
  19. Shariq, M., Prasad, J. and Masood, A. (2013), "Studies in ultrasonic pulse velocity of concrete containing GGBFS", Constr. Build. Mater., 40, 944-950. https://doi.org/10.1016/j.conbuildmat.2012.11.070
  20. Sheilsa, E., O'Connora, A., Schoefsb, F. and Breysse, D. (2012), "Investigation of the effect of the quality of inspection techniques on the optimal inspection interval for structures", Struct. Infrastruct. Eng., 8(6), 557-568. https://doi.org/10.1080/15732479.2010.505377
  21. Solis-Carcano, R. and Moreno, E. (2008), "Evaluation of concrete made with crushed limestone aggregate based on ultrasonic pulse velocity", Constr. Build. Mater., 22(6), 1225-1231. https://doi.org/10.1016/j.conbuildmat.2007.01.014
  22. Terro, M.J. (2006), "Properties of concrete made with recycled crushed glass at elevated temperatures", Build. Environ., 41(5), 633-639. https://doi.org/10.1016/j.buildenv.2005.02.018
  23. Topcu, I.B. and Canbaz, M. (2004), "Properties of concrete containing waste glass", Cement Concrete Res., 34(2), 267-274. https://doi.org/10.1016/j.cemconres.2003.07.003
  24. Vipulanandan, C. and Garas, V. (2008), "Electrical resistivity, pulse velocity, and compressive properties of carbon fiberreinforced cement mortar", J. Mater. Civil Eng., 20(2), 93-101. https://doi.org/10.1061/(ASCE)0899-1561(2008)20:2(93)
  25. Wang, C.C., Chen, T.T., Wang, H.Y. and Huang, C. (2014a), "A predictive model for compressive strength of waste LCD glass concrete by nonlinear-multivariate regression", Comput. Concrete, 13(4), 531-545. https://doi.org/10.12989/cac.2014.13.4.531
  26. Wang, C.C., Wang, H.Y. and Huang, C. (2014b), "Predictive models of hardened mechanical properties of waste LCD glass concrete", Comput. Concrete, 14(5), 577-597. https://doi.org/10.12989/cac.2014.14.5.577
  27. Wang, H.Y. (2009), "A study of the engineering properties of waste LCD glass applied to controlled low strength materials concrete", Constr. Build. Mater., 23(6), 2127-2131. https://doi.org/10.1016/j.conbuildmat.2008.12.012
  28. Wang, H.Y. (2011), "The effect of the proportion of thin film transistor-liquid crystal display (TFT-LCD) optical waste glass as a partial substitute for cement in cement mortar", Constr. Build. Mater., 25(2), 791-797. https://doi.org/10.1016/j.conbuildmat.2010.07.004
  29. Wang, H.Y. and Chen, J.S. (2010), "Mix proportions and properties of CLSC made from thin film transition liquid crystal display optical waste glass", J. Environ. Manage., 91(3), 638-645. https://doi.org/10.1016/j.jenvman.2009.09.027
  30. Wang, H.Y. and Huang, W.L. (2010a), "A study on the properties of fresh self-consolidating glass concrete (SCGC)", Constr. Build. Mater., 24(4), 619-624. https://doi.org/10.1016/j.conbuildmat.2009.08.047
  31. Wang, H.Y. and Huang, W.L. (2010b), "Durability of selfconsolidating concrete is using waste LCD glass", Constr. Build. Mater., 24(6), 1008-1013. https://doi.org/10.1016/j.conbuildmat.2009.11.018
  32. Wang, H.Y., Zeng, H.H. and Wu, J.Y. (2014c), "A study on the macro and micro properties of concrete with LCD glass", Constr. Build. Mater., 50, 664-670. https://doi.org/10.1016/j.conbuildmat.2013.09.015
  33. Xiaosheng, W., Lianzhen, X. and Zongjin, L. (2012), "Prediction of standard compressive strength of cement by the electrical resistivity measurement", Constr. Build. Mater., 31, 341-346. https://doi.org/10.1016/j.conbuildmat.2011.12.111

피인용 문헌

  1. Establishment of the Controlled Low-Strength Desulfurization Slag Prediction Model for Compressive Strength and Surface Resistivity vol.10, pp.16, 2017, https://doi.org/10.3390/app10165674