Application of response surface methodology for simultaneous carbon and nitrogen (SND) removal from dairy wastewater in batch systems

International Journal of Environmental Studies

Volumn 69, Issue 6, 2012, Pages 962-986

  Amini, Malihe ^a   Younesi, Habibollah ^a   Najafpour, Ghasem ^b   Zinatizadeh Lorestani, Ali Akbar ^c  

^a TARBIAT MODARES UNIVERSITY   (Iran)

^b BABOL NOSHIRVANI UNIVERSITY OF TECHNOLOGY   (Iran)

^c RAZI UNIVERSITY   (Iran)

Author keywords

Dairy wastewater; Nutrient removal; RSM; SBR

Indexed keywords

BATCH EXPERIMENTS; BATCH SYSTEMS; CARBON AND NITROGEN; CENTRAL COMPOSITE DESIGNS; CONTOUR PLOT; CYCLING TIME; DAIRY WASTEWATER; DIRECT TREATMENT; INDEPENDENT PARAMETERS; MICROBIAL GRANULES; MIXED LIQUOR SUSPENDED SOLIDS; NITROGEN GAS; NUTRIENT REMOVAL; OPTIMIZED CONDITIONS; ORGANICS REMOVAL; PROCESS CONDITION; PROCESS RESPONSE; RESPONSE SURFACE METHODOLOGY; RSM; SBR; SIMULTANEOUS NITRIFICATION AND DENITRIFICATION; TOTAL NITROGEN;

AMMONIUM COMPOUNDS; CHEMICAL OXYGEN DEMAND; EFFLUENTS; EXPERIMENTS; OPTIMIZATION; SURFACE PROPERTIES;

NITROGEN REMOVAL;

EID: 84872594066     PISSN: 00207233     EISSN: 10290400     Source Type: Journal    
DOI: 10.1080/00207233.2012.739428     Document Type: Article

References (50)

1. Wu, Y., Hu, Z., Yang, L., Graham, B. and Kerr, P.G. 2011. The removal of nutrients from non-point source wastewater by a hybrid bioreactor. Bioresource Technology, 102(3): 2419-2426.
2. Aguado, D., Montoya, T., Borras, L., Seco, A. and Ferrer, J. 2008. Using SOM and PCA for analysing and interpreting data from a P-removal SBR. Engineering Applications of Artificial Intelligence, 21(6): 919-930.
3. Chen, Y., Jiang, W., Liang, D. and Tay, J. 2008. Biodegradation and kinetics of aerobic granules under high organic loading rates in sequencing batch reactor. Applied Microbiology and Biotechnology, 79(2): 301-308.
4. Li, X., Xiao, Y., Liao, D., Zheng, W., Yi, T., Yang, Q. and Zeng, G. 2011. Granulation of simultaneous partial nitrification and anammox biomass in one single SBR system. Applied Biochemistry and Biotechnology, 163(8): 1053-1065.
5. Najafpour, G., Yieng, H.A., Younesi, H. and Zinatizadeh, A. 2005. Effect of organic loading on performance of rotating biological contactors using palm oil mill effluents. Process Biochemistry, 40(8): 2879-2884.
6. Sun, X.-F., Wang, S.-G., Liu, X.-W., Gong, W.-X., Bao, N., Gao, B.-Y. and Zhang, H.-Y. 2008. Biosorption of malachite green from aqueous solutions onto aerobic granules: Kinetic and equilibrium studies. Bioresource Technology, 99(9): 3475-3483.
7. Ge, S., Peng, Y., Wang, S., Guo, J., Ma, B., Zhang, L. and Cao, X. 2010. Enhanced nutrient removal in a modified step feed process treating municipal wastewater with different inflow distribution ratios and nutrient ratios. Bioresource Technology, 101(23): 9012-9019.
8. Sànchez-Melsió, A., Cáliz, J., Balaguer, M.D., Colprim, J. and Vila, X. 2009. Development of batch-culture enrichment coupled to molecular detection for screening of natural and man-made environments in search of anammox bacteria for N-removal bioreactors systems. Chemosphere, 75(2): 169-179.
9. Lv, Y., Wang, L., Sun, T., Wang, X., Yang, Y. and Wang, Z. 2010. Autotrophic nitrogen removal discovered in suspended nitritation system. Chemosphere, 79(2): 180-185.
10. Zhou, S., Zhang, X. and Feng, L. 2010. Effect of different types of electron acceptors on the anoxic phosphorus uptake activity of denitrifying phosphorus removing bacteria. Bioresource Technology, 101(6): 1603-1610.
11. Demirel, B., Yenigun, O. and Onay, T.T. 2005. Anaerobic treatment of dairy wastewaters: a review. Process Biochemistry, 40(8): 2583-2595.
12. Coma, M., Puig, S., Balaguer, M.D. and Colprim, J. 2010. The role of nitrate and nitrite in a granular sludge process treating low-strength wastewater. Chemical Engineering Journal, 164(1): 208-213.
13. Aghamohammadi, N., Aziz, H.b.A., Isa, M.H. and Zinatizadeh, A.A. 2007. Powdered activated carbon augmented activated sludge process for treatment of semi-aerobic landfill leachate using response surface methodology. Bioresource Technology, 98(18): 3570-3578.
14. Akhbari, A., Zinatizadeh, A.A.L., Mohammadi, P., Irandoust, M. and Mansouri, Y. 2011. Process modeling and analysis of biological nutrients removal in an integrated RBC-AS system using response surface methodology. Chemical Engineering Journal, 168(1): 269-279.
15. + removal from drinking water by biological aerated filter. Desalination, 275(1-3): 50-61.
16. Zinatizadeh, A.A.L., Mohamed, A.R., Abdullah, A.Z., Mashitah, M.D., Hasnain Isa, M. and Najafpour, G.D. 2006. Process modeling and analysis of palm oil mill effluent treatment in an up-flow anaerobic sludge fixed film bioreactor using response surface methodology (RSM). Water Research, 40(17): 3193-3208.
17. Zinatizadeh, A.A.L., Pirsaheb, M., Bonakdari, H. and Younesi, H. 2010. Response surface analysis of effects of hydraulic retention time and influent feed concentration on performance of an UASFF bioreactor. Waste Management, 30(10): 1798-1807.
18. Beun, J.J., van Loosdrecht, M.C.M. and Heijnen, J.J. 2002. Aerobic granulation in a sequencing batch airlift reactor. Water Research, 36(3): 702-712.
19. Morgenroth, E., Sherden, T., Van Loosdrecht, M.C.M., Heijnen, J.J. and Wilderer, P.A. 1997. Aerobic granular sludge in a sequencing batch reactor. Water Research, 31(12): 3191-3194.
20. Tay, J.H.T., Liu, Q.S.L. and Liu, Y.L. 2001. The effects of shear force on the formation, structure and metabolism of aerobic granules. Applied Microbiology and Biotechnology, 57(1): 227-233.
21. Adav, S.S., Chen, M.-Y., Lee, D.-J. and Ren, N.-Q. 2007. Degradation of phenol by Acinetobacter strain isolated from aerobic granules. Chemosphere, 67(8): 1566-1572.
22. Su, K.-Z. and Yu, H.-Q. 2005. Formation and characterization of aerobic granules in a sequencing batch reactor treating soybean-processing wastewater. Environmental Science and Technology, 39(8): 2818-2827.
23. Wang, Q., Du, G. and Chen, J. 2004. Aerobic granular sludge cultivated under the selective pressure as a driving force. Process Biochemistry, 39(5): 557-563.
24. Schwarzenbeck, N., Borges, J.M. and Wilderer, P.A. 2005. Treatment of dairy effluents in an aerobic granular sludge sequencing batch reactor. Applied Microbiology and Biotechnology, 66(6): 711-718.
25. Yuan, X. and Gao, D. 2010. Effect of dissolved oxygen on nitrogen removal and process control in aerobic granular sludge reactor. Journal of Hazardous Materials, 178(1-3): 1041-1045.
26. Amini, M. and Younesi, H. 2009. Biosorption of Cd(II), Ni(II) and Pb(II) from aqueous solution by dried biomass of Aspergillus niger: Application of response surface methodology to the optimization of process parameters. CLEAN-Soil, Air, Water, 37(10): 776-786.
27. Zinatizadeh, A.A., Bonakdari, H., Pirsaheb, M. and Gharacheh, E. 2011. Response surface analysis and statistical modeling of sulfide generation from municipal wastewater. CLEAN-Soil, Air, Water, 39(5): 444-459.
28. Daneshi, A., Younesi, H., Ghasempouri, S.M. and Sharifzadeh, M. 2010. Production of poly-3-hydroxybutyrate by Cupriavidus necator from corn syrup: statistical modeling and optimization of biomass yield and volumetric productivity. Journal of Chemical Technology and Biotechnology, 85(11): 1528-1539.
29. Ghorbani, F., Younesi, H., Ghasempouri, S.M., Zinatizadeh, A.A., Amini, M. and Daneshi, A. 2008. Application of response surface methodology for optimization of cadmium biosorption in an aqueous solution by Saccharomyces cerevisiae. Chemical Engineering Journal, 145(2): 267-275.
30. Huang, R., Li, D., Li, X., Bao, L., Jiang, A. and Zhang, J. 2007. Positive role of nitrite as electron acceptor on anoxic denitrifying phosphorus removal process. Chinese Science Bulletin, 52(16): 2179-2183.
31. Noophan, P., Sripiboon, S., Damrongsri, M. and Munakata-Marr, J. 2009. Anaerobic ammonium oxidation by Nitrosomonas spp. and anammox bacteria in a sequencing batch reactor. Journal of Environmental Management, 90(2): 967-972.
32. Gao, D., Liu, L., liang, H. and Wu, W.-M. 2011. Comparison of four enhancement strategies for aerobic granulation in sequencing batch reactors. Journal of Hazardous Materials, 186(1): 320-327.
33. Zhang, S.-H., Huang, Y. and Hua, Y.-M. 2010. Denitrifying dephosphatation over nitrite: Effects of nitrite concentration, organic carbon, and pH. Bioresource Technology, 101(11): 3870-3875.
34. Wang, H., Li, Q., Wang, Y., He, N. and Sun, D. 2009. Effect of recycling flux on performance and characteristics of activated sludge hydrolytic-aerobic recycling process in degradation of 2,4-dichlorophenol. Journal of Hazardous Materials, 168(1): 203-209.
35. APHA. 1999. Standard Methods for the Examination of Water and Wastewater, Washington, DC: American Public Health Association.
36. Xia, L.-P., Zhang, H.-M. and Wang, X.-H. 2007. An effective way to select slow-growing nitrifying bacteria by providing a dynamic environment. Bioprocess and Biosystems Engineering, 30(6): 383-388.
37. Tang, C.-j., Zheng, P., Wang, C.-h. and Mahmood, Q. 2010. Suppression of anaerobic ammonium oxidizers under high organic content in high-rate anammox UASB reactor. Bioresource Technology, 101(6): 1762-1768.
38. Wang, J., Wang, X., Zhao, Z. and Li, J. 2008. Organics and nitrogen removal and sludge stability in aerobic granular sludge membrane bioreactor. Applied Microbiology and Biotechnology, 79(4): 679-685.
39. Adav, S.S., Lee, D.-J., Show, K.-Y. and Tay, J.-H. 2008. Aerobic granular sludge: Recent advances. Biotechnology Advances, 26(5): 411-423.
40. Yang, S.-F., Tay, J.-H. and Liu, Y. 2004. Inhibition of free ammonia to the formation of aerobic granules. Biochemical Engineering Journal, 17(1): 41-48.
41. Zhou, Y., Pijuan, M. and Yuan, Z. 2008. Development of a 2-sludge, 3-stage system for nitrogen and phosphorous removal from nutrient-rich wastewater using granular sludge and biofilms. Water Research, 42(12): 3207-3217.
42. Fernández-Nava, Y., Marañón, E., Soons, J. and Castrillón, L. 2008. Denitrification of wastewater containing high nitrate and calcium concentrations. Bioresource Technology, 99(17): 7976-7981.
43. Dong, W.-y., Wang, H.-j., Li, W.-g., Ying, W.-c., Gan, G.-h. and Yang, Y. 2009. Effect of DO on simultaneous removal of carbon and nitrogen by a membrane aeration/filtration combined bioreactor. Journal of Membrane Science, 344(1-2): 219-224.
44. Zhang, H., Dong, F., Jiang, T., Wei, Y., Wang, T. and Yang, F. 2011. Aerobic granulation with low strength wastewater at low aeration rate in A/O/A SBR reactor. Enzyme and Microbial Technology, 49(2): 215-222.
45. Hasar, H., Ki{dotless}naci{dotless}, C., Unlü, A. and İpek, U. 2002. Role of intermittent aeration in domestic wastewater treatment by submerged membrane activated sludge system. Desalination, 142(3): 287-293.
46. Wang, C.-C., Lee, P.-H., Kumar, M., Huang, Y.-T., Sung, S. and Lin, J.-G. 2010. Simultaneous partial nitrification, anaerobic ammonium oxidation and denitrification (SNAD) in a full-scale landfill-leachate treatment plant. Journal of Hazardous Materials, 175(1-3): 622-628.
47. 2/O)-biological aerated filter (BAF) system. Bioresource Technology, 102(10): 5722-5727.
48. Zhang, B., Ji, M., Qiu, Z., Liu, H., Wang, J. and Li, J. 2011. Microbial population dynamics during sludge granulation in an anaerobic-aerobic biological phosphorus removal system. Bioresource Technology, 102(3): 2474-2480.
49. Yang, Z., Zhou, S. and Sun, Y. 2009. Start-up of simultaneous removal of ammonium and sulfate from an anaerobic ammonium oxidation (anammox) process in an anaerobic up-flow bioreactor. Journal of Hazardous Materials, 169(1-3): 113-118.
50. Yang, S., Yang, F., Fu, Z. and Lei, R. 2009. Comparison between a moving bed membrane bioreactor and a conventional membrane bioreactor on organic carbon and nitrogen removal. Bioresource Technology, 100(8): 2369-2374.