Dynamics of cells attachment, aggregation, growth and detachment in trickle-bed bioreactors

Chemical Engineering Science

Volumn 61, Issue 15, 2006, Pages 4893-4908

  Iliuta, Ion ^a   Larachi, Faïçal ^a  

^a UNIVERSITÉ LAVAL   (Canada)

Author keywords

Aggregation; Biological clogging; Cells attachment; Detachment; Growth; Mathematical modeling; Trickle bed bioreactors

Indexed keywords

ACTIVATED CARBON; AGGLOMERATION; COMPUTER SIMULATION; MATHEMATICAL MODELS; PRESSURE EFFECTS; TWO PHASE FLOW; WASTEWATER TREATMENT;

BIOLOGICAL CLOGGING; CELLS ATTACHMENT; DETACHMENT; GROWTH; MATHEMATICAL MODELING; TRICKLE-BED BIOREACTORS;

BIOREACTORS;

ACTIVATED CARBON; AGGLOMERATION; BIOREACTORS; COMPUTER SIMULATION; MATHEMATICAL MODELS; PRESSURE EFFECTS; TWO PHASE FLOW; WASTEWATER TREATMENT;

EID: 33744540317     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ces.2006.03.042     Document Type: Article

References (70)

1. Alonso C., Suidan M.T., Sorial G.A., Smith F.L., Biswas P., Smith P.J., and Brenner R.C. Gas treatment in trickle-bed biofilters: biomass, how much is enough?. Biotechnol and Bioengineering 54 (1997) 583-594
2. Alonso C., Suidan M.T., Kim B.R., and Kim B.I. Dynamic mathematical model for the biodegradation of VOCs in a biofilter: biomass accumulation study. Environmental Science & Technology 32 (1998) 3118-3123
3. Aris R. Introduction to the Analysis of Chemical Reactors (1965), Prentice-Hall, Englewood Cliffs, NJ
4. Arulanandan K., Longanathan P., and Krone K.B. Pore and eroding fluid influences on surface erosion of soil. Journal of Geotechnol Engineering Division ASCE 101 (1975) 51-65
5. Bai R., and Tien C. Particle detachment in deep bed filtration. Journal of Colloidal International Science 186 (1997) 307-317
6. Berka M., and Rice J.A. Relation between aggregation kinetics and the structure of kaolinite aggregates. Langmuir 21 (2005) 1223-1229
7. Brown D.G., and Jaffé P.R. Effects of nonionic surfactants on bacterial transport through porous media. Environmental Science & Technology 35 (2001) 3877-3883
8. Bryers J.D. Modeling biofilm accumulation. In: Bazin M.J., and Prosse J.I. (Eds). Physiological Models in Microbiology (1988), CRC Press, Boca Raton, FL
9. Burban P.Y., Lick W., and Lick J. The flocculation of fine-grained sediments in estuarine waters. Journal of Geophysical Research 94 (1989) 8323-8331
10. Chang I., Gilbert E.S., Eliashberg N., and Keasling J.D. A three-dimensional, stochastic simulation of biofilm growth and transport-related factors that affect structure. Microbiology 149 (2003) 2859-2871
11. Characklis W.G. Biofilm processes. In: Characklis W.G., and Marshall K.C. (Eds). Biofilms (1990), Wiley, New York
12. Chmielewski R.A.N., and Frank J.F. Biofilm formation and control in food processing facilities. Comprehensive Reviews in Food Science and Food Safety 2 (2003) 22-32
13. Clement T.P., Peyton B.M., Skeen R.S., Jennings D.A., and Petersen J.N. Microbial growth and transport in porous media under denitrification conditions: experimental and simulations. Journal of Contaminant Hydrology 24 (1997) 269-285
14. Deshusses M.A., Hamer G., and Dunn I.J. Behavior of biofilters for waste air biotreatment. 1. Dynamic model development. Environmental Science & Technology 29 (1995) 1048-1058
15. Dupin H.J., and McCarty P.L. Impact of colony morphologies and disinfection on biological clogging in porous media. Environmental Science & Technology 34 (2000) 1513-1520
16. Enmon R.M., O'Connor K.C., Song H., Lacks D.J., and Schwartz D.K. Aggregation kinetics of well and poorly differentiated human prostate cancer cells. Biotechnology and Bioengineering 80 (2002) 581-588
17. Friedlander S.J. Smoke Dust and Haze (1972), Wiley Interscience, New York
18. Gardner K.H., Theis T.L., and Young T.C. Colloid aggregation: numerical solution and measurements. Colloids and Surfaces A: Physicochemical and Engineering Aspects 141 (1998) 237-252
19. van Hamersveld E.H., van der Lans R.G.J.M., Caulet P.J.C., and Luyben K.Ch.A.M. Modeling brewers yeast flocculation. Biotechnology and Bioengineering 57 (1998) 330-341
20. Hermanowicz S.W., Schindler U., and Wilderer P. Fractal structure of biofilms: new tools for investigation of morphology. Water and Science Technology 32 (1995) 99-105
21. Hirata, A., Hosaka, Y., Umezawa, H., 1986. Biological treatment of water and wastewater in three-phase fluidized bed. Proceedings of the Third World Congress Chemical Engineering vol. III, p. 556.
22. Holub R.A., Dudukovic M.P., and Ramachandran P.A. A phenomenological model of pressure drop, liquid holdup and flow regime transition in gas-liquid trickle flow. Chemical Engineering Science 47 (1992) 2343-2348
23. Iliuta I., and Larachi F. Biomass accumulation and clogging in trickle-bed bioreactors. A.I.Ch.E. Journal 50 (2004) 2541-2551
24. Iliuta I., and Larachi F. Transient biofilter aerodynamics and clogging for VOC degradation. Chemical Engineering Science 59 (2004) 3293-3302
25. Iliuta I., and Larachi F. Biological and physical plugging in trickle bed bioreactors for wastewater treatment. Chemical Engineering Science 60 (2005) 1477-1489
26. Iliuta I., and Larachi F. Stretching operational life of trickle-bed filters by liquid-induced pulse flow. A.I.Ch.E. Journal 51 (2005) 2034-2047
27. Iliuta I., Larachi F., and Grandjean B.P.A. Pressure drop and liquid hold-up in trickle flow reactors: Improved Ergun constants and slip correlations for the slit model. Industrial & Engineering Chemistry Research 37 (1998) 4542-4550
28. Iliuta I., Larachi F., Grandjean B.P.A., and Wild. Gas-liquid interfacial mass transfer in trickle-bed reactors. State-of-the-art correlations. Chemical Engineering Science 54 (1999) 5633-5645
29. Iliuta I., Grandjean B.P.A., and Larachi F. New mechanistic film model for pressure drop and liquid holdup in trickle flow reactors. Chemical Engineering Science 57 (2002) 3359-3371
30. Iliuta I., Iliuta M.C., and Larachi F. Hydrodynamics modeling of bioclogging in waste gas treating trickle bed reactors. Industrial & Engineering Chemistry Research 44 (2005) 5044-5052
31. Iwasaki T. Some notes on sand filtration. Journal of American Water Works Association 29 (1937) 1591-1602
32. Kim J.-W., and Kramer T.A. Improved models for fractal colloidal agglomeration : computationally efficient algorithms. Colloids and Surfaces A: Physicochemical and Engineering Aspects 253 (2005) 33-49
33. Kreft J.-U., Picioreanu C., Wimpenny J.W.T., and van Loosdrecht M.C.M. Individual-based modelling of biofilms. Microbiology 147 (2001) 2897-2912
34. Khilar K.C., and Fogler H.S. Migration of Fines in Porous Media (1998), Kluwer Academic Publishers, Dordrecht
35. Larachi F., Belfares L., and Grandjean B.P.A. Prediction of liquid-solid wetting efficiency in trickle flow reactors. International Communication in Heat and Mass Transfer 28 (2001) 595-603
36. Larachi F., Belfares L., Iliuta I., and Grandjean B.P.A. Heat and mass transfer in co-current gas-liquid packed beds analysis, recommendations and new correlations. Industrial and Engineering Chemistry Research 42 (2003) 222-242
37. Li D.-H., and Ganczarczyk J. Fractal geometry of particle aggregates generated in water and wastewater treatment processes. Environmental Science & Technology 23 (1989) 1385-1389
38. van Lith C.P.M., Ottengraf S.P.P., and Diks R.M.M. The control of a biotrickling filter. VDI Berichte 1104 (1994) 169-178
39. Logan B.E., and Wilkinson D.B. Fractal dimension and porosities of Zoogloea ramigera and Saccharomyces cerevisae aggregates. Biotechnology and Bioengineering 38 (1991) 389-396
40. Logan B.E., Jewett D.G., Arnold R.G., Bower E.J., and O'Melia C.R. Clarification of clean-bed filtration models. Journal of Environmental Engineering 121 (1995) 869-873
41. van Loosdrecht M.C.M., Eicelboom D., Gjaltema A., Mulder A., Tijhuis L., and Heijnen J.J. Biofilm structures. Water Science and Technology 32 (1995) 35-43
42. Martin R.E., Bouwer E.J., and Hanna L.M. Application of clean-bed filtration theory to bacterial deposition in porous media. Environmental Science & Technology 26 (1992) 1053-1058
43. McLean R.J.C., Whiteley M., Stickler D., and Fuqua W.C. Evidence of autoinducer activity in naturally occurring biofilms. FEMS Microbiological Letters 154 (1997) 259-263
44. Nelson K.E., and Ginn T.R. Colloid filtration theory and the Hapel sphere-in-cell model revisited with direct numerical simulation of colloids. Langmuir 21 (2005) 2173-2184
45. Okkerse W.J.H., Ottengraf S.P.P., Osinga-Kuipers B., and Okkerse M. Biomass accumulation and clogging in biotrickling filters for waste gas treatment. Evaluation of the dynamic model using dichloromethane as a model pollutant. Biotechnology and Bioengineering 63 (1999) 418-430
46. Pereira M.O., Kuehe M., Wuertz S., Neu T., and Melo L.F. Effect of flow regime on the architecture of a Pseudomonas fluorescens biofilm. Biotechnology and Bioengineering 78 (2002) 164-171
47. Pesci E.C., Milbank J.B.J., Pearson J.P., McKnight S., Kende A.S., Greenberg E.P., and Iglewski B.h. Quinolone signaling in the cell-cell communication system of Pseudomonas aeroginosa. Proceedings of the National Academy of Sciences 96 (1999) 11229-11234
48. Peyton B., and Characklis W.G. A statistical analysis of the effect of substrate utilization and shear stress on the kinetics of biofilm detachment. Biotechnology and Bioengineering 41 (1993) 728-735
49. Piché S., Larachi F., Iliuta I., and Grandjean B.P.A. Improving predictions of liquid back-mixing in trickle-bed reactors using a neural network approach. Journal of Chemical Technology and Biotechnology 77 (2002) 989-999
50. Rajagopalan R., and Tien C. Trajectory analysis of deep-bed filtration with the sphere-in-cell porous media model. A.I.Ch.E. Journal 22 (1976) 523-533
51. Ramachandran P.A., and Smith J.M. Effectiveness factors in trickle-bed reactors. A.I.Ch.E. Journal 25 (1979) 538-543
52. Rittmann B.E., and McCarty P.L. Model of steady-state-biofilm kinetics. Biotechnology and Bioengineering 22 (1990) 4343-4357
53. Ryan J.N., and Gschwend P.M. Effects of ionic strength and flow rate on colloid release: relating kinetics to intersurface potential energy. Journal of Colloid and Interface Science 164 (1994) 21-34
54. Schmid T., Panne U., Haisch C., Hausner M., and Niessner R. A photoacoustic technique for depth-resolved in situ monitoring of biofilms. Environmental Science & Technology 36 (2002) 4135-4141
55. Schmidt R. Aggregation kinetics of Saccharomyces cerevisiae on solid surfaces. Acta Biotechnology 12 (1992) 203-212
56. Sen T.K., Nalwaya N., and Khilar K.C. Colloid-associated contaminant transport in porous media: 2. mathematical modeling. A.I.Ch.E. Journal 48 (2002) 2375-2385
57. Sen T.K., Das D., Khilar K.C., and Suraishkumar G.K. Bacterial transport in porous media: new aspects of the mathematical modeling. Colloids and Surfaces A: Physicochemical and Engineering Aspects 260 (2005) 53-62
58. von Smoluchowski M. Versuch einer mathematischen theorie ker koagulationskinetik kolloider losungen. Zeitschirift fur Physikalische Chemie 92 (1917) 129-168
59. Sorial G.A., Smith F.L., Suidan M.T., and Biswas P. Evaluation of a trickle bed biofilter media for toluene removal. The Journal of the Air & Waste Management Association 45 (1995) 801-810
60. Sterling, M.C., Bonner, J.S., Ernest, A.N.S., Page, C.A., Autenrieth, R.L., 2005. Application of fractal flocculation and vertical transport model to aquatic sol-sediment systems. Water Science; in press.
61. Stewart P.S. A review of experimental measurements of effective diffusion permeabilities and effective diffusion coefficients in biofilms. Biotechnology and Bioengineering 59 (1998) 261-272
62. Stewart P.S. Diffusion in biofilms. Journal of Bacteriology 185 (2003) 1485-1491
63. Tang W.-T., and Fan L.-S. Steady state phenol degradation in a draft-tube, gas-liquid-solid fluidized-bed bioreactor. A.I.Ch.E. Journal 33 (1987) 239-249
64. Tang W.-T., Wisecarver K., and Fan L.-S. Dynamics of a draft tube gas-liquid-solid fluidized bed bioreactor for phenol degradation. Chemical Engineering Science 42 (1987) 2123-2133
65. Visser J. Particle adhesion and removal-A review. Particulate Science and Technology 13 (1995) 169-179
66. Voloshin S.A., and Kaprelyants A.S. Cell-cell interactions in bacterial populations. Biochemistry 69 (2004) 1268-1275
67. Weber F.J., and Hartmans S. Prevention of clogging in a biological trickle-bed reactor removing toluene from contaminated air. Biotechnology and Bioengineering 50 (1996) 91-97
68. Whitaker S. The transport equations for multi-phase systems. Chemical Engineering Science 28 (1973) 139-147
69. Wiesner M.R. Kinetics of aggregate formation in rapid mix. Water Science 26 (1992) 379-387
70. Wisecarver K.D., and Fan L.-S. Biological phenol degradation in a gas-liquid-solid fluidized bed reactor. Biotechnology and Bioengineering 33 (1989) 1029-1038