Issue
Korean Journal of Chemical Engineering,
Vol.33, No.3, 997-1007, 2016
Optimization of PES/ZnO mixed matrix membrane preparation using response surface methodology for humic acid removal
The application of response surface methodology (RSM) in preparation and optimization of membranes is important in order to reduce the effort and time needed to achieving an optimum performance. RSM was used to develop an optimum polyethersulfone (PES)/ZnO mixed matrix (MM) membrane for humic acid removal. The MMs were synthesized by dispersing various amounts of hydrophilic ZnO nanoparticles (NPs) into a solution containing PES, polyvinylpyrrolidone (PVP) and dimethylacetamide (DMAc). Flat sheet MM membranes were prepared via the phase inversion method using the central composite design (CCD). The effects of four preparation parameters, such as PES, ZnO, PVP weight percentages and solvent evaporation time, were investigated. Pure water flux (PWF), humic acid flux (HAF) and humic acid rejection (HAR) were selected as a model responses. It was shown that PES and PVP were mainly affected on both PWF and HAF. Furthermore, the interaction effect between PES and ZnO-NPs shows a significant effect on PWF, while the quadratic effects of both solvent’s evaporation time and ZnO-NPs weight percentage coupled with the interaction effect between PES and PVP weight percentage shows the most significant parameters that affects HAR. The optimization method was subjected to maximize all of the PWF, HAF and HAR. It was also determined that the optimized membrane can be synthesized from a solution containing 17.25 wt% PES, 3.62 wt% ZnO and 3.75 wt% PVP with 15 s of solvent evaporation time. The optimum values of PWF, HAF and HAR were 222.3 (L/m2 h), 94.7 (L/m2 h), and 96.34%, respectively. Thus, it can be concluded that the CCD technique is capable of optimizing PES-ZnO membrane performance.
[References]
  1. Singer PC, Water Sci. Technol., 40, 25, 1999
  2. Sani NAA, Lau WJ, Ismail AF, Korean J. Chem. Eng., 32(4), 743, 2015
  3. Salahi A, Mohammadi T, Behbahani RM, Hemmati M, Korean J. Chem. Eng., 32(6), 1101, 2015
  4. Ahmad AL, Abdulkarim AA, Ooi BS, Ismail S, Chem. Eng. J., 223, 246, 2013
  5. Muhamad MS, Salim MR, Lau WJ, Korean J. Chem. Eng., 32(11), 2319, 2015
  6. Kim JH, Kim CK, J. Membr. Sci., 262(1-2), 60, 2005
  7. Han LF, Xu ZL, Cao Y, Wei YM, Xu HT, J. Membr. Sci., 375, 154, 2011
  8. Ran F, Nie S, Zhao W, Li J, Su B, Sun S, Zhao C, Acta Biomater., 7, 3370, 2011
  9. Huang J, Xue J, Xiang K, Zhang X, Cheng C, Sun S, Zhao C, Colloids Surf. B: Biointerfaces, 88, 315, 2011
  10. Rahimpour A, Madaeni SS, Mansourpanah Y, Desalination, 258(1-3), 79, 2010
  11. Qin HJ, Oo MH, Li Y, J. Membr. Sci., 247(1-2), 119, 2005
  12. Vatanpour V, Madaeni SS, Khataee AR, Salehi E, Zinadini S, Monfared HA, Desalination, 292, 19, 2012
  13. Balta S, Sotto A, Luis P, Benea L, Van der Bruggen B, Kim J, J. Membr. Sci., 389, 155, 2012
  14. Maximous N, Nakhla G, Wan W, Wong K, J. Membr. Sci., 352(1-2), 222, 2010
  15. Liu F, Hashim NA, Liu YT, Abed MRM, Li K, J. Membr. Sci., 375(1-2), 1, 2011
  16. Hernandez-Sierra JF, Ruiz F, Pena DCC, Martinez-Gutierrez F, Martinez AE, de Jesus Pozos Guillen A, Tapia-Perez H, Castanon GM, Nanomed. Nanotechnol. Biol. Med., 4, 237, 2008
  17. Dodd A, McKinley A, Saunders M, Tsuzuki T, J. Nanopart. Res., 8, 43, 2006
  18. Wang YJ, Yang LR, Luo GS, Dai YY, Chem. Eng. J., 146(1), 6, 2009
  19. Shen LG, Bian XK, Lu XF, Shi LQ, Liu ZY, Chen LF, Hou ZC, Fan K, Desalination, 293, 21, 2012
  20. Anitha S, Brabu B, Thiruvadigal DJ, Gopalakrishnan C, Natarajan TS, Carbohydr. Polym., 87, 1065, 2012
  21. Bai H, Liu Z, Sun DD, Colloids Surf. A: Physicochem. Eng. Asp., 410, 11, 2012
  22. Leo CP, Lee WPC, Ahmad AL, Mohammad AW, Sep. Purif. Technol., 89, 51, 2012
  23. Ahmad AL, Abdulkarim AA, Ismail S, Ooi BS, Desalin. Water Treat., 54, 3257, 2015
  24. Lan YQ, Peng P, Shi BL, Sep. Sci. Technol., 46(14), 2211, 2011
  25. Ismail AF, Lai PY, Sep. Purif. Technol., 40(2), 191, 2004
  26. Ma Y, Zhang Y, Zhao S, Wang Y, Wang S, Zhou Y, Li N, Xie H, Yu W, Liu Y, J. Biomed. Mater. Res. A, 100, 989, 2012
  27. Bakeri G, Ismail AF, Rana D, Matsuura T, Shariaty M, J. Appl. Polym. Sci., 123(5), 2812, 2012
  28. Ng LY, Leo CP, Mohammad AW, J. Appl. Polym. Sci., 121(3), 1804, 2011
  29. Ahmad MA, Harun WMHFW, Rashid NKA, Ahmad AL, Sidek O, Afif M, Miskam M, Ramli J, Hadi A, Jeefferie A, Int. J. Eng. Technol., 10, 1, 2010
  30. Anand K, Varghese S, Kurian T, Powder Technol., 271, 187, 2015
  31. Mahbubul IM, Saidur R, Amalina MA, Elcioglu EB, Okutucu-Ozyurt T, Ultrason. Sonochem., 26, 361, 2015
  32. Khan A, Shang J, Alam R, Int. J. Environ. Sci. Technol., 11, 1989, 2014
  33. Subramonian W, Wu TY, Chai SP, Ind. Crop. Prod., 70, 107, 2015
  34. Ahmad J, Hagg MB, J. Membr. Sci., 445, 200, 2013
  35. Mendonza A, Warzywoda J, Sacco A, J. Porous Mat., 13, 37, 2006
  36. Goh CS, Tan HT, Lee KT, Mohamed AR, Fuel Process. Technol., 91(9), 1146, 2010
  37. Shak KPY, Wu TY, Ind. Crop. Prod., 76, 1169, 2015
  38. Rajesh S, Senthilkumar S, Jayalakshmi A, Nirmala MT, Ismail AF, Mohan D, Colloids Surf. A: Physicochem. Eng. Asp., 418, 92, 2013
  39. Vatsha B, Ngila JC, Moutloali RM, Phys. Chem. Earth. Parts A/B/C, 67-69, 125, 2014
  40. Liu Y, Koops GH, Strathmann H, J. Membr. Sci., 223(1-2), 187, 2003
  41. Ngang HP, Ooi BS, Ahmad AL, Lai SO, Chem. Eng. J., 197, 359, 2012
  42. Razmjou A, Mansouri J, Chen V, J. Membr. Sci., 378(1-2), 73, 2011
  43. Li JF, Xu ZL, Yang H, Yu LY, Liu M, Appl. Surf. Sci., 255(9), 4725, 2009
  44. Wang LJ, Li ZS, Ren JZ, Li SG, Jiang CZ, J. Membr. Sci., 275(1-2), 46, 2006
  45. Mosqueda-Jimenez DB, Narbaitz RM, Matsuura T, Chowdhury G, Pleizier G, Santerre JP, J. Membr. Sci., 231(1-2), 209, 2004
  46. Ohya H, Shiki S, Kawakami H, J. Membr. Sci., 326(2), 293, 2009