Using a statistical approach to model hydrogen production from a steam exploded corn stalk hydrolysate fed to mixed anaerobic cultures in an ASBR

International Journal of Hydrogen Energy

Volumn 39, Issue 19, 2014, Pages 10003-10015

  Shanmugam, Saravanan R ^a   Chaganti, Subba Rao ^b   Lalman, Jerald A ^a,b   Heath, Daniel ^a,b  

^a UNIVERSITY OF WINDSOR   (Canada)

^b UNIVERSITY OF WINDSOR   (Canada)

Author keywords

Anaerobic mixed cultures; Corn stalk; Factional factorial design; Hydrogen production; Steam explosion

Indexed keywords

METHANOGENS; STEAM; SUBSTRATES;

ANAEROBIC MIXED CULTURE; CORN STALK; FACTORIAL DESIGN; FRACTIONAL FACTORIAL DESIGNS; HYDRAULIC RETENTION TIME; HYDROGENOTROPHIC METHANOGENS; MIXED ANAEROBIC CULTURES; STEAM EXPLOSION;

HYDROGEN PRODUCTION;

EID: 84901912693     PISSN: 03603199     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijhydene.2014.04.115     Document Type: Article

References (62)

1. C.L. Cheng, Y.C. Lo, K.S. Lee, D.J. Lee, C.Y. Lin, and J.S. Chang Biohydrogen production from lignocellulosic feedstock Bioresour Technol 102 2011 8514 8523
2. D. Das, and T.N. Veziroglu Hydrogen production by biological processes: a survey of literature Int J Hydrogen Energy 26 2001 13 28 (Pubitemid 32029921)
3. T. Helwig, R. Jannasch, R. Samson, A. DeMaio, and D. Caumartin Agricultural biomass residue inventories and conversion systems for energy production in Eastern Canada 2002 [accessed on 01.07.13] http://reap-canada.com/ online-library/feedstock-biomass/
4. Y.T. Fan, Y.H. Zhang, S.F. Zhang, H.W. Hou, and B.Z. Ren Efficient conversion of wheat straw wastes into biohydrogen gas by cow dung compost Bioresour Technol 97 2006 500 505
5. H. Argun, and F. Kargi Effects of sludge pre-treatment method on bio-hydrogen production by dark fermentation of waste ground wheat Int J Hydrogen Energy 34 2009 8543 8548
6. J. Bartacek, J. Zabranska, and P.N.L. Lens Developments and constraints in fermentative hydrogen production Biofuel Bioprod Bioref 1 2007 201 214
7. P.C. Hallenbeck, and D. Ghosh Advances in fermentative biohydrogen production: the way forward? Trends Biotechnol 27 2009 287 297
8. P. Kumar, D.M. Barrett, M.J. Delwiche, and P. Stroeve Methods for pretreatment of lignocellulosic biomass for efficient hydrolysis and biofuel production Ind Eng Chem Res 48 2009 3713 3729
9. I. Ballesteros, M.J. Negro, J.M. Oliva, A. Cabañas, P. Manzanares, and M. Ballesteros Ethanol production from steam-explosion pretreated wheat straw Appl Biochem Biotechnol 130 2006 496 508 (Pubitemid 43791479)
10. 2-impregnated mixed softwoods for ethanol production J Chem Technol Biotechnol 71 1998 299 308 (Pubitemid 28154271)
11. L. Appels, J. Baeyens, J. Degreve, and R. Dewil Principles and potential of the anaerobic digestion of waste-activated sludge Prog Energy Combust Sci 34 2008 755 781
12. M.L. Zhang, Y.T. Fan, Y. Xing, C.M. Pan, G.S. Zhang, and J.J. Lay Enhanced biohydrogen production from cornstalk wastes with acidification pretreatment by mixed anaerobic cultures Biomass Bioenergy 31 2007 250 254 (Pubitemid 46282484)
13. R. Datar, J. Huang, P.C. Maness, A. Mohagheghi, S. Czemik, and E. Chornet Hydrogen production from the fermentation of corn stover biomass pretreated with a steam-explosion process Int J Hydrogen Energy 32 2007 932 939 (Pubitemid 46777180)
14. Y. Wang, H. Wang, X.Q. Feng, X.F. Wang, and J.X. Huang Biohydrogen production from cornstalk wastes by anaerobic fermentation with activated sludge Int J Hydrogen Energy 35 2010 3092 3099
15. H. Wang, Z.L. Zhi, J. Wang, and S.H. Ma Comparison of various pretreatment methods for biohydrogen production from cornstalk Bioprocess Biosyst Eng 35 2012 1239 1245
16. D. Ghosh, and P.C. Hallenbeck Response surface methodology for process parameter optimization of hydrogen yield by the metabolically engineered strain Escherichia coli DJT135 Bioresour Technol 101 2010 1820 1825
17. P.C. Hallenbeck Fermentative hydrogen production: principles, progress, and prognosis Int J Hydrogen Energy 34 2009 7379 7389
18. G.L. Cao, N.Q. Ren, A.J. Wang, W.Q. Guo, J. Yao, and Y.J. Feng et al. Statistical optimization of culture condition for enhanced hydrogen production by Thermoanaerobacterium thermosaccharolyticum W16 Bioresour Technol 101 2010 2053 2058
19. Q. Sun, W. Xiao, D. Xi, J.P. Shi, X. Yan, and Z.H. Zhou Statistical optimization of biohydrogen production from sucrose by a co-culture of Clostridium acidisoli and Rhodobacter sphaeroides Int J Hydrogen Energy 35 2010 4076 4084
20. J.J. Lay Modeling and optimization of anaerobic digested sludge converting starch to hydrogen Biotechnol Bioeng 68 2000 269 278
21. J.B. Costa, D.M. Rossi, E.A. De Souza, D. Samios, F. Bregalda, and M.D.R. Peralba et al. The optimization of biohydrogen production by bacteria using residual glycerol from biodiesel synthesis J Environ Sci Health A 46 2011 1461 1468
22. S.S. Veeravalli, S.R. Chaganti, J.A. Lalman, and D.D. Heath Optimizing hydrogen production from a switchgrass steam exploded liquor using a mixed anaerobic culture in an upflow anaerobic sludge blanket reactor Int J Hydrogen Energy 39 2014 3160 3175
23. W.M. Wiegant, and G. Lettinga Thermophilic anaerobic digestion of sugars in upflow anaerobic sludge blanket reactors Biotechnol Bioeng 27 1985 1603 1607 (Pubitemid 16232757)
24. th ed. 2010 American Publishers Health Association Washington DC
25. Speece RE. Gas Flow Totalizer. US Patent 4064750 A. 1976.
26. N. Chowdhury, J.A. Lalman, R. Seth, and P. Ndegwa Biohydrogen production by mesophilic anaerobic fermentation of glucose in the presence of linoleic acid J Environ Eng 133 2007 1145 1152 (Pubitemid 350130196)
27. C. Moon, R. Singh, S.R. Chaganti, and J.A. Lalman Modeling sulfate removal by inhibited mesophilic mixed anaerobic communities using a statistical approach Water Res 47 2013 2341 2351
28. S.S. Veeravalli, S.R. Chaganti, J.A. Lalman, and D.D. Heath Effect of furans and linoleic acid on hydrogen production Int J Hydrogen Energy 38 2013 12283 12293
29. D.M. Updegraf Semimicro determination of cellulose in biological materials Anal Biochem 32 1969 420 424
30. H.K. Goering, and P.J. Van Soest Forage fiber analysis. Agricultural handbook 1970 379
31. C.A. Hubbell, and A.J. Ragauskas Effect of acid-chlorite delignification on cellulose degree of polymerization Bioresour Technol 101 2010 7410 7415
32. G.L. Miller Use of dinitrosalicylic acid reagent for determination of reducing sugar Anal Chem 31 1959 426 428
33. V.L. Singleton, and J.A. Rossi Colorimetry of total phenolics with phosphomolybdic-phosphotungstic acid reagents Am J Enol Vitic 16 1965 144 158
34. O. Pakarinen Methane and hydrogen production from crop biomass through anaerobic digestion [Ph.D. thesis] 2011 Department of Biological and Environmental Science, University of Jyväskylä
35. I. Valdez-Vazquez, and H.M. Poggi-Varaldo Hydrogen production by fermentative consortia Renew Sust Energy Rev 13 2009 1000 1013
36. D.M. Titterington Optimal design - some geometrical aspects of D-optimality Biometrika 62 1975 313 320
37. S.R. Chaganti, J.A. Lalman, and D.D. Heath 16S rRNA gene based analysis of the microbial diversity and hydrogen production in three mixed anaerobic cultures Int J Hydrogen Energy 37 2012 9002 9017
38. S.R. Chaganti, D.H. Kim, and J.A. Lalman Flux balance analysis of mixed anaerobic microbial communities: effects of linoleic acid (LA) and pH on biohydrogen production Int J Hydrogen Energy 36 2011 14141 14152
39. Hammer ø, D.A.T. Harper, and P.D. Ryan Past: paleontological statistics software package for education and data analysis Palaeontol Electron 4 2001 [XIX-XX]
40. H.K. Kim, J.G. Kim, J.D. Cho, and J.W. Hong Optimization and characterization of UV-curable adhesives for optical communications by response surface methodology Polym Test 22 2003 899 906
41. D.C. Montgomery Design and analysis of experiments 8th ed. 2012 Wiley New York
42. G.B. Patel, G.D. Sprott, and J.E. Fein Isolation and characterization of Methanobacterium espanolae sp.nov, a mesophilic, moderately acidiphilic methanogen Int J Syst Bacteriol 40 1990 12 18 (Pubitemid 20023660)
43. 2 by a mixed culture of bacteria Appl Environ Microbiol 41 1981 148 154 (Pubitemid 11134853)
44. J.G. Zeikus, and M.R. Winfrey Temperature limitation of methanogenesis in aquatic sediments Appl Environ Microbiol 31 1976 99 107
45. S.H. Lee, H.J. Kang, Y.H. Lee, T.J. Lee, K. Han, and Y. Choi et al. Monitoring bacterial community structure and variability in time scale in full-scale anaerobic digesters J Environ Monit 14 2012 1893 1905
46. A.A. Abreu, D. Karakashev, I. Angelidaki, D.Z. Sousa, and M.M. Alves Biohydrogen production from arabinose and glucose using extreme thermophilic anaerobic mixed cultures Biotechnol Biofuels 5 2012 1 12
47. A.C. Van Haandel, and G. Lettinga Anaerobic sewage treatment: a practical guide for regions with hot climate 1st ed. 1995 Wiley New York
48. I.S. Kim, M.H. Hwang, N.J. Jang, S.H. Hyun, and S.T. Lee Effect of low pH on the activity of hydrogen utilizing methanogen in bio-hydrogen process Int J Hydrogen Energy 29 2004 1133 1140
49. S. Ray, S.J. Reaume, and J.A. Lalman Developing a statistical model to predict hydrogen production by a mixed anaerobic mesophilic culture Int J Hydrogen Energy 35 2010 5332 5342
50. R.T. Williams, and R.L. Crawford Methane production in Minnesota peatlands Appl Environ Microbiol 47 1984 1266 1271
51. J.J. Lay, C.J. Tsai, C.C. Huang, J.J. Chang, C.H. Chou, and K.S. Fan et al. Influences of pH and hydraulic retention time on anaerobes converting beer processing wastes into hydrogen Water Sci Technol 52 2005 123 129 (Pubitemid 41350257)
52. M.F. Arooj, S.K. Han, S.H. Kim, D.H. Kim, and H.S. Shin Continuous biohydrogen production in a CSTR using starch as a substrate Int J Hydrogen Energy 33 2008 3289 3294
53. P. Rogers, and G. Gottschalk Biochemistry and regulation of acid and solvent production in clostridia D.R. Woods, The clostridia and biotechnology 1993 25 50
54. D.G. Zavarzina, T.N. Zhilina, T.P. Tourova, B.B. Kuznetsov, N.A. Kostrikina, and E.A. Bonch-Osmolovskaya Thermanaerovibrio velox sp. nov., a new anaerobic, thermophilic, organotrophic bacterium that reduces elemental sulfur, and emended description of the genus Thermanaerovibrio Int J Syst Evol Microbiol 50 2000 1287 1295 (Pubitemid 30333488)
55. E. Pierce, G. Xie, R.D. Barabote, E. Saunders, C.S. Han, and J.C. Detter et al. The complete genome sequence of Moorella thermoacetica (f. Clostridium thermoaceticum) Environ Microbiol 10 2008 2550 2573
56. S.H. Kim, S.K. Han, and H.S. Shin Effect of substrate concentration on hydrogen production and 16S rDNA-based analysis of the microbial community in a continuous fermenter Process Biochem 41 2006 199 207
57. P. Saraphirom, and A. Reungsang Effect of organic loading rate on bio-hydrogen production from sweet sorghum syrup by anaerobic mixed cultures in anaerobic sequencing batch reactor The 6th IASME/WSEAS international conference on Energy and Environment (EE'11). Cambridge, UK 2011 128 133
58. V.H. Varel, R.S. Tanner, and C.R. Woese Clostridium herbivorans sp.nov, a cellulolytic anaerobe from the pig intestine Int J Syst Bacteriol 45 1995 490 494
59. G.Q. Cai, B. Jin, P. Monis, and C. Saint A genetic and metabolic approach to redirection of biochemical pathways of Clostridium butyricum for enhancing hydrogen production Biotechnol Bioeng 110 2013 338 342
60. H. Liesegang, A.K. Kaster, A. Wiezer, M. Goenrich, A. Wollherr, and H. Seedorf et al. Complete genome sequence of Methanothermobacter marburgensis, a methanoarchaeon model organism J Bacteriol 192 2010 5850 5851
61. C.X. Pei, S.Y. Mao, Y.F. Cheng, and W.Y. Zhu Diversity, abundance and novel 16S rRNA gene sequences of methanogens in rumen liquid, solid and epithelium fractions of Jinnan cattle Animal 4 2010 20 29
62. E.E. Diaz, A.J.A. Stams, R. Amils, and J.L. Sanz Phenotypic properties and microbial diversity of methanogenic granules from a full-scale upflow anaerobic sludge bed reactor treating brewery wastewater Appl Environ Microbiol 72 2006 4942 4949 (Pubitemid 44078824) Canada