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Reactor scale up for biological conversion of cellulosic biomass to ethanol

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Abstract

The absence of a systematic scale-up approach for biological conversion of cellulosic biomass to commodity products is a significant bottleneck to realizing the potential benefits offered by such conversion. Motivated by this, we undertook to develop a scale-up approach for conversion of waste paper sludge to ethanol. Physical properties of the system were measured and correlations were developed for their dependence upon cellulose conversion. Just-suspension of solid particles was identified as the scale up criterion based on experiments at lab scale. The impeller speed for just solids suspension at large scale was predicted using computational fluid dynamics simulations. The scale-up strategy was validated by analyzing mixing requirements such as solid–liquid mass transfer under the predicted level of agitation at large scale. The scale-up approach enhances the prediction of reactor performance and helps provide guidelines for the analysis and design of large scale bioreactors based on bench scale experimentation.

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Abbreviations

[C]:

Cellulose concentration (g/L)

[Cb*]:

Cellobiose concentration in interface (g/L)

[Cb]:

Cellobiose concentration (g/L)

[CE]:

Cellulose–enzyme complex concentration (g/L)

[I]:

Solids concentration (g/L)

[X]:

Xylan concentration (g/L)

a p :

Particle surface area per volume (m−1)

Cp L :

Liquid heat capacity [J/(kg K)]

D :

Impeller diameter (m)

Da M :

Damkoeher number

ΔT :

Temperature difference between tank inner surface and bulk liquid (°C)

d p :

Particle diameter (m)

ε :

Power per mass on liquid or turbulent kinetic energy dissipation rate (W/kg)

Eth:

Ethanol

ϕ :

Solids loading (g/L)

h i :

Heat transfer coefficient in inner tank surface [W/(m2 K)]

k :

Thermal conductivity [W/(m K)]

k(x) :

Conversion dependent rate constant of cellulose hydrolysis (h−1)

k r :

Reaction constant (s−1)

k t :

Turbulent kinetic energy (m2s−2)

k SL :

Solid–liquid mass transfer coefficient (m/s)

M k :

Mass transfer rate (g/(L s))

M r :

Reaction rate, g/(L s)

μ L :

Liquid viscosity (cp)

N :

Operating impeller speed (s−1)

N js :

Just-suspended speed at large scale (rpm)

N js0 :

Just-suspended speed at small scale (rpm)

P :

Power (W)

P js :

Power for just solids suspension (W)

ρ ave :

Average density for reactor content (g/L)

\( {{\uprho}}_{{{\text{H}}_{ 2} {\text{O}}}} \) :

Water density (g/L)

ρ L :

Liquid density (g/L)

P o :

Power number of impeller, 1.5 for the marine impeller

Pr :

Prandtl number

ρ S :

Solids density (g/L)

Q :

Total heat of production by reaction (J)

r :

Rate of reaction or heat production (g/(L s)) or (J/g)

Re :

Reynolds number

S :

Tank wall surface area (m2)

Sc :

Schmidt number

Sh :

Sherwood number

σ :

Quality of solids suspension as defined in Eq. 3

T :

Large scale tank diameter (m)

T 0 :

Small scale tank diameter (m)

τ B :

Mixing/blend time (s)

t r :

Characteristic reaction time (s)

V :

Tank volume (m3)

VF:

Volume fraction

\( w_{{{\text{H}}_{ 2} {\text{O}}}} \) :

Amount of water added to flask (g)

w S :

Weight of solids sample added to volumetric flask (g)

x :

Conversion

References

  1. Lynd LR, Wyman CE, Gerngross TU (1999) Biocommodity engineering. Biotechnol Prog 15(5):777–793

    Article  CAS  Google Scholar 

  2. Wyman CE (2003) Potential synergies and challenges in refining cellulosic biomass to fuels, chemicals, and power. Biotechnol Prog 19(2):254–262

    Article  CAS  Google Scholar 

  3. DOE (2007) http://www1.eere.energy.gov/biomass/printable_versions/economic_growth.html. Accessed Sept 2008

  4. McLaughlin SB, Ugarte D, Garten CT et al (2002) High-value renewable energy from prairie grasses. Environ Sci Technol 36(10):2122–2129

    Article  CAS  Google Scholar 

  5. Tyson KS (1993) Fuel cycle evaluations of biomass–ethanol and reformulated gasoline, vol I. NREL/TP-463-4950, DE94000227

  6. Wang M, Saricks C, Santini D (1999) Effects of fuel ethanol use on fuel-cycle energy and greenhouse gas emissions. Center for Transportation Research, Argonne National Laboratory. ANL/ESD-38

  7. Delucchi M (1991) Emissions of greenhouse gases from the use of transportation fuels and electricity. ANL/ESD/TM-22. Center for Transportation Research. Argonne National Lab. Publication No. UCD-ITS-RP-91-30

  8. Wyman CE (1994) Alternative fuels from biomass and their impact on carbon dioxide accumulation. Appl Biochem Biotechnol 45(46):897–915

    Article  Google Scholar 

  9. Atiemo-Obeng VA, Penney WR, Armenante P (2004) Solid–liquid mixing. In: Handbook of industrial mixing: science and practice. Wiley, NY

  10. Elander R (1988) M.S. thesis: Mixing Requirements for Enzymatic Hydrolysis of Cellulose. Department of Agricultural and Chemical Engineering, Colorado State University. Fort Collins, Colorado

  11. Huang AA (1975) Kinetic Studies on Insoluble Cellulose-cellulase system. Biotechnol Bioeng 17(10):1421–1433

    Article  CAS  Google Scholar 

  12. Zwietering TN (1958) Suspending of solid particles in liquid by agitators. Chem Eng Sci 8:244–253

    Article  CAS  Google Scholar 

  13. Baldi G, Conti R, Alaria E (1978) Complete suspension of particles in mechanically agitated vessels. Chem Eng Sci 33:21–25

    Article  CAS  Google Scholar 

  14. Raghav Rao KSMS, Rewatkar VB, Joshi JB (1988) Critical impeller speed for solid suspension in mechanically agitated contactors. AlChE J 34(8):1332–1340

    Google Scholar 

  15. Corpstein RR, Fasano JB, Myers K (1994) The high-efficiency road to liquid–solid agitation. Chem Eng 101:138–144

    CAS  Google Scholar 

  16. Geisler RK, Buurman C, Mersmann AB (1993) Scale-up of the necessary power input in stirred vessels with suspension. Chem Eng J 51:29–39

    Article  CAS  Google Scholar 

  17. Shao X, Lynd L, Wyman C (2009) Kinetic modeling of cellulosic biomass to ethanol via simultaneous saccharification and fermentation: Part II. Experimental validation using waste paper sludge and anticipation of CFD analysis. Biotechnol Bioeng 102(1):66–72

    Article  CAS  Google Scholar 

  18. Ghose TK (1987) Measurement of cellulase activities. Pure Appl Chem 59(2):257–268

    Article  CAS  Google Scholar 

  19. Kadam KL, Newman MM (1997) Development of a low-cost fermentation medium for ethanol production from biomass. Appl Microbiol Biotechnol 47:625–629

    Article  CAS  Google Scholar 

  20. Shao X, Lynd L, Wyman C et al (2009) Kinetic modeling of cellulosic biomass to ethanol via simultaneous saccharification and fermentation: Part I. Accommodation of intermittent feeding and analysis of staged reactors. Biotechnol Bioeng 102(1):59–65

    Article  CAS  Google Scholar 

  21. Brown DAR, Jones PN, Middleton JC et al (2004) Experimental methods. In: Handbook of industrial mixing. Wiley, NY

  22. Grenville RK (1992) Ph.D. thesis: Blending of viscous Newtonian and pseudo-plastic fluids. Cranfield Institute of Technology. Cranfield, Bedfordshire, England

  23. Armenante PM, Kirwan DJ (1989) Mass-transfer to microparticles in agitated systems. Chem Eng Sci 44(12):2781–2796

    Article  CAS  Google Scholar 

  24. Penney WR, Atiemo-Obeng VA (2004) Heat transfer. In: Handbook of industrial mixing: science and practice. Wiley, NY

  25. Molerus O, Latzel W (1987) Suspension of solid particles in agitated vessels – I. Archimedes number <=40. Chem Eng Sci 42(6):1423–1430

    Article  CAS  Google Scholar 

  26. Molerus O, Latzel W (1987) Suspension of solid particles in agitated vessels – II. Archimedes number > 40, reliable prediction of minimum stirrer angular velocities. Chem Eng Sci 42(6):1431–1437

    Article  CAS  Google Scholar 

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Acknowledgments

The authors are grateful for the support provided by funding from grant No. 60NANB1D0064 from the National Institute of Standards and Technology.

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Correspondence to Lee Lynd.

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Shao, X., Lynd, L., Bakker, A. et al. Reactor scale up for biological conversion of cellulosic biomass to ethanol. Bioprocess Biosyst Eng 33, 485–493 (2010). https://doi.org/10.1007/s00449-009-0357-2

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