Evaluating the influence of process parameters on soluble microbial products formation using response surface methodology coupled with grey relational analysis

Water Research

Volumn 45, Issue 2, 2011, Pages 674-680

  Xu, Juan ^a   Sheng, Guo Ping ^a   Luo, Hong Wei ^a   Fang, Fang ^a   Li, Wen Wei ^a   Zeng, Raymond J ^a   Tong, Zhong Hua ^a   Yu, Han Qing ^a  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

Activated sludge; Effluent quality; Grey relational analysis (GRA); Influential priority; Operating factor; Response surface methodology (RSM); Soluble microbial products (SMPs)

Indexed keywords

ACTIVATED SLUDGE PROCESS; BATCH REACTORS; BIOLOGICAL WATER TREATMENT; CHEMICAL OXYGEN DEMAND; EFFLUENTS; SUBSTRATES; SURFACE PROPERTIES; WASTEWATER TREATMENT; WATER QUALITY;

ACTIVATED SLUDGE; EFFLUENT QUALITY; GREY RELATIONAL ANALYSES (GRA); INFLUENTIAL PRIORITY; OPERATING FACTORS; RESPONSE SURFACE METHODOLOGY; SOLUBLE MICROBIAL PRODUCTS;

QUALITY CONTROL;

AMMONIUM NITRATE; MICROBIAL PRODUCTS NOT CLASSIFIED ELSEWHERE;

ACTIVATED SLUDGE; CARBOHYDRATE; CHEMICAL OXYGEN DEMAND; MICROBIAL ACTIVITY; WASTE TREATMENT; WASTEWATER;

AERATION; ARTICLE; BIOREACTOR; CHEMICAL OXYGEN DEMAND; CONCENTRATION (PARAMETERS); EFFLUENT; INFORMATION; PRIORITY JOURNAL; RESPONSE SURFACE METHOD; SLUDGE; SUBSTRATE INDUCED RESPIRATION; TEMPERATURE; WASTE WATER MANAGEMENT;

EID: 78650414276     PISSN: 00431354     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.watres.2010.08.032     Document Type: Article

References (24)

1. Aquino S.F., Stuckey D.C. Soluble microbial products formation in anaerobic chemostats in the presence of toxic compounds. Water Res. 2004, 38:255-266.
2. Barbosa M.J., Rocha J.M.S., Tramper J., Wijffels H. Acetate as a carbon source for hydrogen production by photosynthetic bacteria. J. Biotechnol. 2001, 85:25-33.
3. Barker D.J., Salvi S.M.L., Langenhoff A.A.M., Stuckey D.C. Soluble microbial products in ABR treating low-strength wastewater. J. Environ. Eng. 2000, 126:239-249.
4. Barker D.J., Stuckey D.C. A review of soluble microbial products (SMP) in wastewater treatment systems. Water Res. 1999, 33:3063-3082.
5. Celik D., Bayraktar E., Mehmetoglu U. Biotransformation of 2-phenylethanol to phenylacetaldehyde in a two-phase fed-batch system. Biochem. Eng. J. 2004, 17:5-13.
6. Chen M.Y., Syu M.J. Film analysis of activated sludge microbial discs by the Taguchi method and grey relational analysis. Bioprocess Biosyst. Eng. 2003, 26:83-92.
7. Chou J.R., Tsai H.C. On-line learning performance and computer anxiety measure for unemployed adult novices using a grey relation entropy method. Inform. Process. Manage 2009, 45:200-215.
8. Cruz O.S., Castaneda G.S., Hach J.L.P., Rojas M.G., Torres E.F. Effect of substrate composition on the mycelial growth of Pleurotus ostreatus, an analysis by mixture and response surface methodologies. Process Biochem. 1999, 35:127-133.
9. Deng J.L. Introduction to Grey system theory. J. Grey Syst. 1989, 1:1-24.
10. Eroglu I., Aslan K., Gunduz U., Yucel M., Turker L. Substrate consumption rates for hydrogen production by Rhodobacter sphaeroides in a column photobioreactor. J. Biotechnol. 1999, 70:103-113.
11. Fernando M.S., Allen D.G. Effects of temperature transient conditions on aerobic biological treatment of wastewater. Water Res. 2003, 37:3590-3601.
12. Frolund B., Palmgren R., Keiding K., Nielsen P.H. Extraction of extracellular polymers from activated sludge using a cation exchange resin. Water Res. 1996, 30:1749-1758.
13. Huang G.T., Jin G., Wu J.H., Liu Y.D. Effects of glucose and phenol on soluble microbial products (SMP) in sequencing batch reactor systems. Int. Biodeterior. Biodegrad. 2008, 62:104-108.
14. Hwang S.K., Lee Y.S., Yang K.Y. Maximization of acetic acid production in partial acidogenesis of swine wastewater. Biotechnol. Bioeng. 2001, 75:521-529.
15. Krasner S.W., Westerhoff P., Chen B., Rittmann B.E., Nam S., Amy G. Impact of wastewater treatment processes on organic carbon, organic nitrogen, and DBP precursors in effluent organic matter. Environ. Sci. Technol. 2009, 43:2911-2918.
16. Moran J., Granada E., Miguez J.L., Porteiro J. Use of grey relational analysis to assess and optimize small biomass boilers. Fuel Process. Technol. 2006, 87:123-127.
17. Nagaoka H., Ueda S., Miya A. Influence of bacterial extracellular polymers on the membrane separation activated sludge process. Water Sci. Technol. 1996, 34:165-172.
18. Noguera D.R., Araki N., Rittmann B.E. Soluble microbial products (SMP) in anaerobic chemostats. Biotechnol. Bioeng. 1994, 44:1040-1047.
19. Noorul H.A., Marimuthu P., Jeyapaul R. Response optimization of machining parameters of drilling Al/SiC metal matrix composite using grey relational analysis in the Taguchi method. Int. J. Adv. Manuf. Technol. 2008, 37:250-255.
20. Oh S., Rheem S., Sim J., Kim S., Baek Y. Optimizing conditions for the growth of Lactobacillus casei YIT 9018 in tryptone-yeast extract-glucose medium by using response surface methodology. Appl. Environ. Microbiol. 1995, 61:562-568.
21. Pribyl M., Tucek F., Wilderer P.A., Wanner J. Amount and nature of soluble refractory organics produced by activated sludge microorganisms in sequencing batch and continuous flow reactors. Water Sci. Technol. 1997, 35:27-34.
22. Rittmann B.E., McCarty P.L. Environmental Biotechnology: Principles and Applications 2001, McGraw-Hill Int. Editions, London.
23. Schiener P., Nachaiyasit S., Stuckey D.C. Production of soluble microbial products (SMP) in an anaerobic baffled reactor: composition, biodegradability and the effect of process parameters. Environ. Technol. 1998, 19:391-400.
24. Yang K., Yu Y., Hwang S. Selective optimization in thermophilic acidogenesis of cheese-whey wastewater to acetic and butyric acids: partial acidification and methanation. Water Res. 2003, 37:2467-2477.