Modeling sulfate removal by inhibited mesophilic mixed anaerobic communities using a statistical approach

Water Research

Volumn 47, Issue 7, 2013, Pages 2341-2351

  Moon, Chungman ^a   Singh, Rajesh ^a   Chaganti, Subba Rao ^b   Lalman, Jerald A ^a  

^a UNIVERSITY OF WINDSOR   (Canada)

^b UNIVERSITY OF WINDSOR   (Canada)

Author keywords

Anaerobic; Box Behnken design; Optimization; Principal component analysis; Sulfate reduction

Indexed keywords

HYDROGEN PRODUCTION; LINOLEIC ACID; REDUCTION; SULFUR COMPOUNDS; VOLATILE FATTY ACIDS;

ANAEROBICS; BOX-BEHNKEN DESIGN; EXPERIMENTAL FACTORS; MESOPHILIC; OPTIMISATIONS; PRINCIPAL-COMPONENT ANALYSIS; STATISTICAL APPROACH; SULFATE CONCENTRATIONS; SULFATE REDUCTION; SULFATE REMOVAL;

PRINCIPAL COMPONENT ANALYSIS;

ACETIC ACID; BUTYRIC ACID; GLUCOSE; HYDROGEN; HYDROGEN SULFIDE; LINOLEIC ACID; SULFATE;

ACCURACY ASSESSMENT; ANOXIC CONDITIONS; CHEMICAL OXYGEN DEMAND; INHIBITION; OPTIMIZATION; PH; POLLUTANT REMOVAL; PRINCIPAL COMPONENT ANALYSIS; SULFATE;

ANAEROBIC BACTERIUM; ARTICLE; BACTERIUM CULTURE; CHEMICAL OXYGEN DEMAND; CONTROLLED STUDY; MESOPHILIC BACTERIUM; MICROBIAL COMMUNITY; NONHUMAN; PH; PRIORITY JOURNAL; REDUCTION; STATISTICAL MODEL; SULFATE REDUCING BACTERIUM; WASTE COMPONENT REMOVAL; WASTE WATER MANAGEMENT;

EID: 84875633544     PISSN: 00431354     EISSN: 18792448     Source Type: Journal    
DOI: 10.1016/j.watres.2013.01.045     Document Type: Article

References (45)

1. Archilha N.C., Canto C.S.A., Ratusznei S.M., Rodrigues J.A.D., Zaiat M., Foresti E. Effect of feeding strategy and COD/sulfate ratio on the removal of sulfate in an AnSBBR with recirculation of the liquid phase. Journal of Environmental Management 2010, 91(8):1756-1765.
2. Box G.E.P., Hunter W.G., Hunter W.S. Statistics for Experimenters: an Introduction to Design, Data Analysis and Model Building 1978, John Wiley and Sons, New York.
3. Box G.E., Draper N.R. Empirical Model Building and Response Surfaces 1986, John Wiley and Sons, New York.
4. Carrondo M.J.T., Silva J.M.C., Figueira M.I.I., Ganho R.M.B., Oliveira J.F.S. Anaerobic filter treatment of molasses fermentation wastewater. Water Science and Technology 1983, 15:117-126.
5. Choi E., Rim J.M. Competition and inhibition of sulfate reducers and methane producers in anaerobic treatment. Water Science and Technology 1991, 23:1259-1264.
6. Chowdhury N., Lalman J.A., Seth R., Ndegwa P. Biohydrogen production by mesophilic anaerobic fermentation of glucose in the presence of linoleic acid. Journal of Environmental Engineering 2007, 133:1145-1152.
7. Colleran E., Finnegan S., Lens P. Anaerobic treatment of sulphate-containing waste streams. Antonie van Leeuwenhoek 1995, 67:29-46.
8. Derringer G., Suich R. Simultaneous optimization of several response variables. Journal of Quality Technology 1980, 12(9):214-219.
9. Erdirencelebi D., Ozturk I., Cokgor E.U. System performance in UASB reactors receiving increasing levels of sulfate. CLEAN - Soil, Air, Water 2007, 35(3):275-281.
10. Farmer G.H., Updegraff D.M., Radehaus P.M., Bates E.R. Metal removal and sulfate reduction in low-sulfate mine drainage. Bioremediation of Inorganics 1995, 3:17-24.
11. Gunawardana C., Goonetilleke A., Egodawatta P., Dawes L., Kokot S. Role of solids in heavy metals build-up on urban road surfaces. Journal of Environmental Engineering 2012, 138(4):490-498.
12. Habets L.H.A., Devegt A.L. Anaerobic treatment of Bleached TMP and CTMP effluent in the Biopaq UASB system. Water Science and Technology 1991, 24:331-345.
13. Isa Z., Grusenmeyer S., Verstraete W. Sulfate reduction relative to methane production in high-rate anaerobic digestion: microbial aspects. Applied and Environmental Microbiology 1986, 51(3):580-587.
14. Isa Z., Grusenmeyer S., Verstraete W. Sulfate reduction relative to methane production in high-rate anaerobic digestion: technical aspects. Applied and Environmental Microbiology 1986, 51(3):572-579.
15. Lopes S.I.C., Sulistyawati I., Capela M.I., Lens P.N.L. Low pH (6, 5, and 4) sulfate reduction during the acidification of sucrose under thermophilic (55°C) conditions. Process Biochemistry 2007, 42:580-591.
16. Maillacheruvu K.Y., Parkin G.F. Kinetics of growth, substrate utilization and sulfide toxicity for propionate, acetate, and hydrogen utilizers in anaerobic systems. Water Environment Research 1996, 68:1099-1106.
17. Maree J.P., du Plessis P. Neutralization of acid-mine water with calcium-carbonate. Water Science and Technology 1994, 29:285-296.
18. Maree J.P., Gerber A., Hill E. An integrated process for biological treatment of sulphate containing industrial effluents. Journal of the Water Pollution Control Federation 1987, 59(12):1069-1074.
19. Maree J.P., Strydom W.F. Biological sulphate removal in an upflow packed bed reactor. Water Research 1983, 19:1101-1106.
20. McCartney D.M., Oleszkiewicz J.A. Competition between methanogens and sulfate reducers: effect of COD:sulfate ratio and acclimation. Water Environment Research 1993, 65(5):655-664.
21. Montgomery D.C. Design and Analysis of Experiments 2005, John Wiley and Sons, New York. sixth ed.
22. Montgomery D.C. Design and Analysis of Experiments 1997, John Wiley & Sons, New York. fourth ed.
23. Myer R.H., Montgomery D.C. Response Surface Methodology: Process and Product Optimization Using Designed Experiment 2002, John Wiley and Sons, New York. second ed.
24. Nedwell D.B., Reynolds P.J. Treatment of landfill leachate by methanogenic and sulphate-reducing digestion. Water Research 1996, 30:21-28.
25. Nikzad, A.V., 2007. Biological Sulfate Reduction in Sulfate Rich Industrial Wastewaters by Anaerobic Fluidized-bed Reactors: Effect of Electron Donors, Doctor of Philosophy, University of Southern California.
26. Omil F., Lens P., Hulshoff Pol L.W., Lettinga G. Effect of upward velocity and sulphide concentration on volatile fatty acid degradation in a sulphidogenic granular sludge reactor. Process Biochemistry 1996, 31:699-710.
27. Omil F., Lens P., Visser A., Hulshoff Pol L.W., Lettinga G. Long-term competition between sulfate reducing and methanogenic bacteria in UASB reactors treating volatile fatty acids. Biotechnology and Bioengineering 1998, 57:676-685.
28. Patidar S.K., Tare V. Anaerobic degradation of sulfate laden organics employing different reactor system configurations. Journal of Environmental Engineering 2005, 131(2):216-224.
29. Piersma T., Gudmundsson G.A., Lilliendahl K. Rapid changes in the size of different functional organ and muscle groups during refueling in a long-distance migrating shorebird. Physiological and Biochemical Zoology 1999, 72:405-415.
30. Ray S., Chowdhury N., Lalman J.A., Seth R., Biswas N. Impact of initial pH and linoleic acid (C18:2) on hydrogen production by a mesophilic anaerobic mixed culture. Journal of Environmental Engineering 2008, 134:110-117.
31. Ray S., Reaume S.J., Lalman J.A. Developing a statistical model to predict hydrogen production by a mixed anaerobic mesophilic culture. International Journal of Hydrogen Energy 2010, 35:5332-5342.
32. Rintala J., Martin J.L.S., Lettinga G. Thermophilic anaerobic treatment of sulfate-rich pulp and paper integrate process water. Water Science and Technology 1991, 24:149-160.
33. Rinzema A., Boone M., van Knippenberg K., Lettinga G. Bactericidal of long chain fatty acids in anaerobic digestion. Water Environment Research 1994, 66:40-49.
34. Sousa D.Z., Alves J.I., Alves M.M., Smidt H., Stams A.J.M. Effect of sulfate on methanogenic communities that degrade unsaturated and saturated long-chain fatty acids (LCFA). Environmental Microbiology 2009, 11:68-80.
35. Speece R.E. Anaerobic Biotechnology for Industrial Wastewaters 1996, Archae Press, Nashville, TN.
36. Stephens M.A. EDF statistics for goodness of fit and some comparisons. Journal of the American Statistical Society 1974, 69:730-737.
37. Stucki G., Hanselmann K.W., Hurzeler R.A. Biological sulphuric acid transformation: reactor design and process optimization. Biotechnology and Bioengineering 1993, 41:303-315.
38. Szendry L.M. Start-up and operation of the Bacardi Corporation anaerobic filter. Proc. 3rd Int. Symp. on Anaerobic Digestion 1983, 365-377. Evans and Faulkner Inc., Massachusetts. R.L. Wendworth (Ed.).
39. Thauer R.K., Jungermann K., Decker K. Energy conservation in chemotrophic anaerobic bacteria. Bacteriological Reviews 1977, 41:100-180.
40. Titterington D.M. Optimal design: some geometrical aspects of D-optimality. Biometrika 1975, 62:313-320.
41. van Houten R.T. Biological sulphate reduction using gas-lift reactors fed with hydrogen and carbon dioxide as energy and carbon source. Biotechnology and Bioengineering 1994, 44:586-594.
42. van Houten R.T., van Aelst A.C., Lettinga G. Aggregation of sulphate-reducing bacteria and homo-acetogenic bacteria in a lab-scale gas-lift reactor. Water Science and Technology 1995, 32(8):85-90.
43. Visser A., Hulshoff Pol L.W., Lettinga G. Competition of methanogenic and sulfidogenic bacteria. Water Science and Technology 1996, 33:99-110.
44. Weigant W.M., Lettinga G. Thermophilic anaerobic digestion of sugars in upflow anaerobic sludge blanket reactors. Biotechnology and Bioengineering 1985, 27:1603-1607.
45. Widdel F. Microbiology and ecology of sulfate and sulfur reducing bacetia. Biology of Anaerobic Microorganisms 1988, 469-586. Wiley, New York. A.J.B. Zehnder (Ed.).