Mullite ceramic membranes for industrial oily wastewater treatment: Experimental and neural network modeling

Water Science and Technology

Volumn 64, Issue 3, 2011, Pages 670-676

  Shokrkar, H ^a   Salahi, A ^a   Kasiri, N ^a   Mohammadi, T ^a  

^a IRAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

Author keywords

Ceramic membrane; Microfiltration; Modeling; Oily wastewater

Indexed keywords

ALUMINA POWDER; ARTIFICIAL NEURAL NETWORK; AVERAGE ERRORS; CROSSFLOW VELOCITIES; DESALTER; EXPERIMENTAL MEASUREMENTS; FEED TEMPERATURE; FILTRATION TIME; FOULING RESISTANCE; GAS WELL; HIDDEN LAYERS; KAOLIN CLAY; MULLITE CERAMIC; NEURAL NETWORK MODELING; NONLINEAR PROBLEMS; OIL CONCENTRATION; OILY WASTEWATER; OILY WASTEWATER TREATMENT; PERMEATION FLUXES; PREDICTIVE TOOLS; TOTAL ORGANIC CARBON; TRANSMEMBRANE PRESSURES;

CERAMIC MATERIALS; CERAMIC MEMBRANES; CHEMICAL OXYGEN DEMAND; CLAY; EFFLUENT TREATMENT; EFFLUENTS; INDUSTRIAL WATER TREATMENT; KAOLIN; MICROFILTRATION; MULLITE; NATURAL GAS WELLS; NEURAL NETWORKS; OIL WELLS; ORGANIC CARBON; PERMEATION; SILICATE MINERALS; WASTEWATER; WASTEWATER TREATMENT; WATER FILTRATION;

GAS PERMEABLE MEMBRANES;

ALUMINUM OXIDE; ALUMINUM SILICATE; KAOLIN; MULLITE CERAMIC MEMBRANE; OIL; UNCLASSIFIED DRUG;

ARTIFICIAL NEURAL NETWORK; BIOFILTRATION; CERAMICS; EXPERIMENTAL STUDY; GAS WELL; INDUSTRIAL WASTE; KAOLIN; PERMEABILITY; WASTE TREATMENT; WASTEWATER;

ANALYTICAL ERROR; ARTICLE; ARTIFICIAL NEURAL NETWORK; BIOFOULING; CERAMICS; CHEMICAL OXYGEN DEMAND; FLOW RATE; INDUSTRIAL WASTE; IRAN; MEMBRANE FILTER; MICROFILTRATION; OILY WASTE WATER; PERMEABILITY; PREDICTIVE VALUE; PRESSURE; TEMPERATURE; TOTAL ORGANIC CARBON; TURBIDITY; WASTE WATER; WASTE WATER MANAGEMENT;

CERAMICS; INDUSTRIAL WASTE; MEMBRANES, ARTIFICIAL; MODELS, THEORETICAL; NEURAL NETWORKS (COMPUTER); OILS; WATER POLLUTANTS;

EID: 80051486169     PISSN: 02731223     EISSN: None     Source Type: Journal    
DOI: 10.2166/wst.2011.655     Document Type: Article

References (20)

1. Abadi, S. R. H., Sebzari, R., Hemati, M., Rekabdar, F. & Mohammadi, T. 2011 Ceramic membrane performance in microfiltration of oily wastewater. Desalination 265, 222-228.
2. Al-Zoubi, H., Hilal, N., Darwishb, N. A. & Mohammad, A. W. 2007 Rejection and modelling of sulphate and potassium salts by nanofiltration membranes: neural network and Spiegler-Kedem model. Desalination 206, 42-60. (Pubitemid 46201522)
3. Aydiner, C., Demira, I. & Yildiz, E. 2005 Modeling of flux decline in cross-flow microfiltration using neural networks: the case of phosphate removal. Journal of Membrane Science 248, 53-62. (Pubitemid 40127420)
4. Cheryan, M. & Rajagopalan, N. 1998 Membrane processing of oily streams wastewater treatment and waste reduction. Journal of Membrane Science 151, 13-28. (Pubitemid 28556948)
5. Ebrahimi, M., Willershausen, D., Ashaghi, K. S. & Engel, L. 2010 Investigations on the use of different ceramic membranes for efficient oil-field produced water treatment. Desalination 250, 991-996.
6. Fu, R. Q., Xu, T.W. & Pan, Z. X. 2005 Modelling of the adsorption of bovine serum albumin on porous polyethylene membrane by back-propagation artificial neural network. Journal of Membrane Science 251, 137-144.
7. Karakulski, K. J., Kozfowski, A. & Morawski, A. W. 1995 Purification of oily wastewater by ultrafiltration. Separation Technology 5, 197-205
8. Lehman, S. G. & Liu, L. 2009 Application of ceramic membranes with pre-ozonation for treatment of secondary wastewater effluent. Water Research 43 (7), 2020-2028.
9. Marchese, J., Ocheoa, N. A. & Pagliero, C. 2000 Almandoz C., Pilot-scale ultrafiltration of an emulsified oil wastewater. Environmental Science and Technology 34, 2990-2996. (Pubitemid 30495658)
10. Mueller, J., Cen, J. & Davis, R. H. 1997 Cross-flow microfiltration of oily water. Journal of Membrane Science 129, 221-235.
11. Norouzbahari, S., Roostaazad, R. & Hesampour, M. 2009 Crude oil desalter effluent treatment by a hybrid UF/RO membrane separation process. Desalination 238, 174-182.
12. Sahoo, G. B. i. & Ray, C. 2006 Predicting flux decline in cross-flow membranes using artificial neural networks and genetic algorithms. Journal of Membrane Science 283, 147-157. (Pubitemid 44293121)
13. Salahi, A. & Mohammadi, T. 2010 Experimental investigation of oily wastewater treatment using combined membrane systems. Water Science and Technology 62 (2), 245-255.
14. Salahi, A., Abbasi, M. & Mohammadi, T. 2010a Permeate flux decline during UF of oily wastewater: experimental and modeling. Desalination 251, 153-160.
15. Salahi, A., Gheshlaghi, A., Mohammadi, T. & Madaeni, S. S. 2010b Experimental performance evaluation of polymeric membranes for treatment of an industrial oily wastewater. Desalination 262, 235-242.
16. 2 using a synthesized PDMS membrane: experimental and neural network modeling. Journal of Membrane Science 346, 59-70.
17. Standard Methods for the Examination of Water and Wastewater 2001 20th edition, American Public Health Association/American Water Works Association/Water Environment Federation, Washington DC, USA.
18. Weiying, L., Yuasa, A., Bingzhi, D., Huiping, D. & Naiyun, G. 2010 Study on backwashing wastewater from rapid sand-filter by monolith ceramic membrane. Desalination 250, 712-715.
19. Wong, W. C., Au, L. T. Y., Ariso, C. T. & Yeung, K. L. 2001 Effects of synthesis parameters on the zeolite membrane growth. Journal of Membrane Science 191, 143-163. (Pubitemid 32739263)
20. Yang, Y., Zhang, X. & Wang, Z. 2002 Oilfield produced water treatment with surface modified fiber ball media filtration. Water Science and Technology 46 (11-12), 165-170. (Pubitemid 36090166)