Asymmetric polyethersulfone ultrafiltration membranes for oily wastewater treatment: Synthesis, characterization, ANFIS modeling, and performance

Journal of Environmental Chemical Engineering

Volumn 3, Issue 1, 2015, Pages 170-178

  Salahi, Abdolhamid ^a   Mohammadi, Toraj ^a   Mosayebi Behbahani, Reza ^b   Hemmati, Mahmood ^c  

^a IRAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

^b PETROLEUM UNIVERSITY OF TECHNOLOGY   (Iran)

^c RESEARCH INSTITUTE OF PETROLEUM INDUSTRY RIPI   (Iran)

Author keywords

ANFIS modeling; Hollow fiber membranes; Oily wastewater treatment; Polyethersulfone; Polyvinylpirrolidone; Ultrafiltration

Indexed keywords

CHEMICAL OXYGEN DEMAND; FIBERS; FIBROUS MEMBRANES; FILTRATION; MEMBRANES; MICROFILTRATION; OIL SHALE; ORGANIC CARBON; REFINING; SPINNING (FIBERS); ULTRAFILTRATION; WASTEWATER TREATMENT; WATER POLLUTION; WATER TREATMENT;

ANFIS MODEL; HOLLOW FIBER MEMBRANES; OILY WASTEWATER TREATMENT; POLYETHERSULFONES; POLYVINYLPIRROLIDONE;

WATER FILTRATION;

EID: 84920528598     PISSN: None     EISSN: 22133437     Source Type: Journal    
DOI: 10.1016/j.jece.2014.10.021     Document Type: Article

References (30)

1. M. Abbasi, A. Salahi, T. Mohammadi, Dimensional analysis of permeation flux for microfiltration of oily wastewaters using mullite ceramic membranes, Desalination 252 (2010) 113-119, doi:http://dx.doi.org/10.1016/j.desal.2009.10.015.
2. B. Chakrabarty, K. Ghoshal, M.K. Purkait, Ultrafiltration of stable oil-in-water emulsion by polysulfone membrane, J. Membr. Sci. 325 (2008) 427-437, doi:http://dx.doi.org/10.1016/j.memsci.2008.08.007.
3. H. Peng, A.Y. Tremblay, Membrane regeneration and filtration modeling in treating oily wastewaters, J. Membr. Sci. 324 (2008) 59-662, doi:http://dx.doi.org/10.1016/j.memsci.2008.06.062.
4. A. Salahi, M. Abbasi, T. Mohammadi, Permeate flux decline during UF of oily wastewater: experimental and modeling, Desalination 251 (2010) 153-160, doi:http://dx.doi.org/10.1016/j.desal.2009.08.006.
5. M. Amirilargani, T. Mohammadi, Preparation and characterization of asymmetric polyethersulfone (PES) membranes, Polym. Adv. Technol. 20 (2009) 993-998, doi:http://dx.doi.org/10.1002/pat.1353.
6. H. Shokrkar, A. Salahi, T. Mohammadi, Prediction of permeation flux decline during MF of oily wastewater using genetic programming, Chem. Eng. Res. Des. 90 (2012) 846-853, doi:http://dx.doi.org/10.1016/j.cherd.2011.10.002.
7. A. Salahi, T. Mohammadi, Experimental investigation of oily wastewater treatment using combined membrane systems, Water Sci. Technol. 62 (2010) 245-255, doi:http://dx.doi.org/10.2166/wst.2010.184. 20651427.
8. M. Cheryan, N. Rajagopalan, Membrane processing of oily streams. Wastewater treatment and waste reduction, J. Membr. Sci. 151 (1998) 13-28, doi:http://dx.doi.org/10.1016/S0376-7388(98)00190-2.
9. J. Marchese, N.A. Ocheoa, C. Pagliero, C. Almandoz, Pilot-scale ultrafiltration of an emulsi fied oil wastewater, Environ. Sci. Technol. 34 (2000) 2990-2996, doi:http://dx.doi.org/10.1021/es9909069.
10. S. Norouzbahari, R. Roostaazad, M. Hesampour, Crude oil desalter effluent treatment by a hybrid UF/RO membrane separation process, Desalination 238 (2009) 174-182, doi:http://dx.doi.org/10.1016/j.desal.2008.01.045.
11. A. Salahi, A. Gheshlaghi, T. Mohammadi, Experimental performance evaluation of polymeric membranes for treatment of an industrial oily wastewater, Desalination 262 (2010) 235-242, doi:http://dx.doi.org/10.1016/j.desal.2010.06.021.
12. S.R.H. Abadi, F. Rekabdar, T. Mohammadi, Ceramic membrane performance in microfiltration of oily wastewater, Desalination 265 (2011) 222-228, doi:http://dx.doi.org/10.1016/j.desal.2010.07.055.
13. T. Mohammadi, A. Esmaeelifar, Wastewater treatment of a vegetable oil factory by a hybrid ultrafiltration-activated carbon process, J. Membr. Sci. 254 (2005) 129-137, doi:http://dx.doi.org/10.1016/j.memsci.2004.12.037.
14. A. Salahi, T. Mohammadi, Oily wastewater treatment by ultrafiltration using Taguchi experimental design, Water Sci. Technol. 63 (2011) 1476-1484, doi:http://dx.doi.org/10.2166/wst.2011.383. 21508553.
15. M. Abbasi, M. Mirfendereski, T. Mohammadi, Performance study of mullite and mullite-alumina ceramic MF membranes for oily wastewaters treatment, Desalination 259 (2010) 169-178, doi:http://dx.doi.org/10.1016/j.desal.2010.04.013.
16. M. Hemmati, F. Rekabdar, T. Mohammadi, Effects of air sparging, cross flow velocity and pressure on permeation flux enhancement in industrial oily wastewater treatment using microfiltration, Desalin. Water Treat. 39 (2012) 33-40, doi:http://dx.doi.org/10.1080/19443994.2012.669155.
17. W. Bialas, J. Stangierski, P. Konieczny, Protein and water recovery from poultry processing wastewater integrating microfiltration, ultrafiltration and vacuum membrane distillation, Int. J. Environ. Sci. Technol. (2014), doi:http://dx.doi.org/10.1007/s13762-014-0557-4.
18. M. Ebrahimi, K.S. Ashaghi, P. Czermak, Characterization and application of different ceramic membranes for the oil-field produced water treatment, Desalination 245 (2009) 533-540, doi:http://dx.doi.org/10.1016/j.desal.2009.02.017.
19. I. Noshadi, A. Salahi, T. Mohammadi, Experimental and ANFIS modeling for fouling analysis of oily wastewater treatment using ultrafiltration, Asia-Pac. J. Chem. Eng. 8 (2013) 527-538, doi:http://dx.doi.org/10.1002/apj.1691.
20. APhA, Standard Methods for the Examination of Water and Wastewater, 20th ed., American Public Health Association (APHA), Washington, DC, 2001.
21. M.V. Sarfaraz, E. Ahmadpour, A. Salahi, Experimental investigation and modeling hybrid nano-porous membrane process for industrial oily wastewater treatment, Chem. Eng. Res. Des. 90 (2012) 1642-1651, doi:http://dx.doi.org/10.1016/j.cherd.2012.02.009.
22. A. Salahi, I. Noshadi, R. Badrnezhad, B. Kanjilal, T. Mohammadi, Nano-porous membrane process for oily wastewater treatment: optimization using response surface methodology, J. Environ. Chem. Eng. 1 (2013) 218-225, doi:http://dx.doi.org/10.1016/j.jece.2013.04.021.
23. R.J.S. Jang, ANFIS: adaptive-network-based fuzzy inference system, IEEE (1993).
24. R.J.S. Jang, C.T. Sun, Neuro-fuzzy modeling and control, Proc. IEEE 83 (1995) 378-405, doi:http://dx.doi.org/10.1109/5.364486.
25. R.J.S. Jang, N. Gulley, Fuzzy Logic Toolbox Users Guide, Math Works Inc., 1995.
26. T. Mohammadi, A. Esmaeelifar, Wastewater treatment using ultrafiltration at a vegetable oil factory, Desalination 166 (2004) 329-337, doi:http://dx.doi.org/10.1016/j.desal.2004.06.087.
27. J.S.R. Jang, Input selection for ANFIS learning, Proc. IEEE Int. Conf. Fuzzy Syst. (1996).
28. H. Lee, G. Amy, J. Cho, Y. Yoon, S.H. Moon, I.S. Kim, Cleaning strategies for flux recovery of an ultrafiltration membrane fouled by natural organic matter, Water Res. 35 (2001) 3301-3308, doi:http://dx.doi.org/10.1016/S0043-1354(01)00063-X. 11547850.
29. S.S. Madaeni, S. Samieirad, Chemical cleaning of reverse osmosis membrane fouled by wastewater, Desalination 257 (2010) 80-86, doi:http://dx.doi.org/10.1016/j.desal.2010.03.002.
30. Z.R. Lazic, Design of Experiments in Chemical Engineering: A Practical Guide, Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim, 2004 ISBN 3-527-31142-4.