References

  1. Y. Bulut, Z. Baysal, Removal of Pb(II) from wastewater using wheat bran, J. Environ. Manage., 78 (2006) 107–113.
  2. J. Hamed, Y.B. Acar, R.J. Gale, Pb(II) removal from kaolinite by electrokinetics, J. Geotech. Eng-ASCE, 117 (1991) 241–271.
  3. G. Bereket, A.Z. Arog, M.Z. Özel, Removal of Pb(II), Cd(II), Cu(II), and Zn(II) from aqueous solutions by adsorption on bentonite, J. Colloid Interface Sci., 187 (1997) 338–343.
  4. B.E. Reed, R. Vaughan, L. Jiang, As(III), As (V), Hg, and Pb removal by Fe-oxide impregnated activated carbon, J. Environ. Eng., 126 (2000) 869–873.
  5. R. Naseem, S.S. Tahir, Removal of Pb(II) from aqueous/acidic solutions by using bentonite as an adsorbent, Water Res., 35 (2001) 3982–3986.
  6. V.C. Taty-Costodes, H. Fauduet, C. Porte, A. Delacroix, Removal of Cd(II) and Pb(II) ions, from aqueous solutions, by adsorption onto sawdust of Pinus sylvestris, J. Hazard. Mater., 105 (2003) 121–142.
  7. K.K. Wong, C.K. Lee, K.S. Low, M.J. Haron, Removal of Cu and Pb by tartaric acid modified rice husk from aqueous solutions, Chemosphere, 50 (2003) 23–28.
  8. B.M.W.P.K. Amarasinghe, R.A. Williams, Tea waste as a low cost adsorbent for the removal of Cu and Pb from wastewater, Chem. Eng. J., 132 (2007) 299–309.
  9. D. Xu, X. Tan, C. Chen, X. Wang, Removal of Pb(II) from aqueous solution by oxidized multiwalled carbon nanotubes, J. Hazard. Mater., 154 (2008) 407–416.
  10. K. Yetilmezsoy, S. Demirel, R.J. Vanderbei, Response surface modeling of Pb(II) removal from aqueous solution by Pistacia vera L.: Box–Behnken experimental design, J. Hazard. Mater., 171 (2009) 551–562.
  11. N.N. Nassar, Rapid removal and recovery of Pb(II) from wastewater by magnetic nanoadsorbents, J. Hazard. Mater., 184 (2010) 538–546.
  12. K. Al-Zboon, M.S. Al-Harahsheh, F.B. Hani, Fly ash-based geopolymer for Pb removal from aqueous solution, J. Hazard. Mater., 188 (2011) 414–421.
  13. G. Zhao, X. Ren, X. Gao, X. Tan, J. Li, C. Chen, Y. Huang, X. Wang, Removal of Pb(II) ions from aqueous solutions on few-layered graphene oxide nanosheets, Dalton Trans., 40 (2011) 10945–10952.
  14. C.J. Madadrang, H.Y. Kim, G. Gao, N. Wang, J. Zhu, H. Feng, M. Gorring, M.L. Kasner, S. Hou, Adsorption behavior of EDTA-graphene oxide for Pb(II) removal, ACS Appl. Mater. Interfaces, 4 (2012) 1186–1193.
  15. S.A. Kim, S. Kamala-Kannan, K.J. Lee, Y.J. Park, P.J. Shea, W.H. Lee, H.M. Kim, B.T. Oh, Removal of Pb(II) from aqueous solution by a zeolite–nanoscale zero-valent iron composite, Chem. Eng. J., 217 (2013) 54–60.
  16. Y. Liu, C. Yan, Z. Zhang, H. Wang, S. Zhou, W. Zhou, A comparative study on fly ash, geopolymer and faujasite block for Pb removal from aqueous solution, Fuel, 185 (2016) 181–189.
  17. Y. Ma, L. Lv, Y. Guo, Y. Fu, Q. Shao, T. Wu, S. Guo, K. Sun, X. Guo, E.K. Wujcik, Z. Guo, Porous lignin based poly (acrylic acid)/organo-montmorillonite nanocomposites: swelling behaviors and rapid removal of Pb(II) ions, Polymer, 128 (2017) 12–23.
  18. X. Liu, D. Lai, Y. Wang, Performance of Pb(II) removal by an activated carbon supported nanoscale zero-valent iron composite at ultralow iron content, J. Hazard. Mater., 361 (2019) 37–48.
  19. Z. Lin, X. Weng, G. Owens, Z. Chen, Simultaneous removal of Pb(II) and rifampicin from wastewater by iron nanoparticles synthesized by a tea extract, J. Cleaner Prod., 242 (2020) 118476.
  20. G.G. Vining, R.H. Myers, Combining Taguchi and response surface philosophies: a dual response approach, J. Qual. Technol., 22 (1990) 38–45.
  21. B.R. Cho, Optimization Issues in Quality Engineering, Ph.D. Dissertation, School of Industrial Engineering, University of Oklahoma, Norman, OK, 1994.
  22. D.K. Lin, W. Tu, Dual response surface optimization, J. Qual. Technol., 27 (1995) 34–39.
  23. B.R. Cho, M.D. Philips, K.C. Kapur, Quality Improvement by RSM Modeling for Robust Design, The 5th Industrial Engineering Research Conference, Minneapolis, 1996, pp. 650–655.
  24. O. Köksoy, N. Doganaksoy, Joint optimization of mean and standard deviation using response surface methods, J. Qual. Technol., 35 (2003) 239–252.
  25. B.R. Cho, Y.J. Kim, D.L. Kimbler, M.D. Phillips, An integrated joint optimization procedure for robust and tolerance design, Int. J. Prod. Res., 38 (2000) 2309–2325.
  26. R. Ding, D.K. Lin, D. Wei, Dual-response surface optimization: a weighted MSE approach, Qual. Eng., 16 (2004) 377–385.
  27. S. Shin, F. Samanlioglu, B.R. Cho, M.M. Wiecek, Computing trade-offs in robust design: Perspectives of the mean squared error, Comput. Ind. Eng., 60 (2011) 248–255.
  28. O. Köksoy, Multiresponse robust design: mean square error (MSE) criterion, Appl. Math. Comput., 175 (2006) 1716–1729.
  29. H. Park, S.H. Park H.B. Kong, I. Lee, Weighted sum MSE minimization under per-BS power constraint for network MIMO systems, IEEE Commun. Lett., 16 (2012) 360–363.
  30. A. Ozdemir, B.R. Cho, A nonlinear integer programming approach to solving the robust parameter design optimization problem, Qual. Reliab. Eng. Int., 32 (2016) 2859–2870.
  31. A. Ozdemir, B.R. Cho, Response surface-based robust parameter design optimization with both qualitative and quantitative variables, Eng. Optimiz., 49 (2017) 1796–1812.
  32. A. Ozdemir, B.R. Cho, Response surface optimization for a nonlinearly constrained irregular experimental design space, Eng. Optim., 51 (2019) 2030–2048.
  33. H. Şahin, Investigation of Usability of Tuffs Called as Bayburt Stone as a Mineral Admixture in Cement Production, Master Thesis, Department of Civil Engineering, Graduate School of Natural and Applied Sciences, Bayburt University, Bayburt, Turkey, 2018.
  34. I.J. Alinnor, Adsorption of heavy metal ions from aqueous solution by fly ash, Fuel, 86 (2007) 853–857.
  35. S. Wang, T. Terdkiatburana, M.O, Tadé, Adsorption of Cu(II), Pb(II) and humic acid on natural zeolite tuff in single and binary systems, Sep. Purif. Technol., 62 (2008) 64–70.
  36. M. Kragović, A. Daković, Ž. Sekulić, M. Trgo, M. Ugrina, J. Perić, D.G. Gatta, Removal of lead from aqueous solutions by using the natural and Fe(III)-modified zeolite, Appl. Surf. Sci., 258 (2012) 3667–3673.
  37. M. Uçurum, A. Özdemir, Ç. Teke, H. Serencam, M. İpek, Optimization of adsorption parameters for ultra-fine calcite using a Box-Behnken experimental design, Open Chem., 16 (2018) 992–1000.
  38. H. Serencam, A. Özdemir, Ç. Teke, M. Uçurum, Modeling design parameters with Taguchi experimental method for obtaining operating conditions for Cu(II) removal through adsorption process, Desal. Water Treat., 167 (2019) 269–276.