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Enzymatic Hydrolysis of Cellulose in NMMO Brett RobbinsMaster’s ThesisFAMU-FSU College of EngineeringDepartment of Chemical and Biomedical Engineering
Traditional Biomass to Ethanol Schematic - DOE report
- DOE report
Pretreatment of Lignocellulose - DOE report
Ionic Liquids ,[object Object]
Strong intermolecular interaction
Very low vapor pressures
Easy to recycle due to phase separation
Can be modified for specific properties by changing cation or anion combination
Ionic properties tend to alter reaction kinetics- R. Rogers, 2002
N-methylmorpholine-N-oxide (NMMO) ,[object Object]
Low vapor pressure solvent: Easily contained & recovered
 Excellent solvent for dissolution of cellulose in monohydrate form
 Environmentally friendly UN award for green process
 Biodegradable solventDissolves cellulose by breaking the hydrogen bonds of cellulose layers - J. Collier and co-workers (2000, 2001) Commercially used as a cellulose solvent in the  Lyocell Process
Previous Work Proved ,[object Object]
Initial reaction rates are higher in cellulose suspended and AA buffered solutions
Combined pretreatment and reaction step possible Limitations ,[object Object]
Higher cellulose loadings could not be prepared in batch method mixing
Higher cellulose solutions produced a gelatin-like formation  Poor mixing
Higher reducing sugars yields desired for fermentation-S.Rama, R.Oyetunji (2009)
Goals of this work Objectives: *	Perform in situ enzymatic hydrolysis of high cellulose loading in NMMO Modify the Extruder so that it is capable of making high loading cellulose solutions in NMMO/H2O Perform the Enzymatic Hydrolysis of cellulose using the twin screw extruder as a reactor Analyze how cellulose loading, enzyme loading, pH and agitation affect the initial reaction rate, reducing sugar yield, as well as overall conversion of cellulose to glucose
Approach Modify extruder in which higher cellulose loading solutions could be prepared Prepare 5, 10 and 13 wt% cellulose solutions Perform cellulose hydrolysis in extruder Does Reactive Extrusion show potential? Modify reaction conditions to maximize reducing sugar yields
Materials Cellulose Dissolving pulp with 1160 degree of polymerization Obtained as from Buckeye Technologies Dissolving pulp is cellulose in which most of the hemicellulose 	and lignin has been removed Cellulase Accelerase ™ 1000  Enzyme complex solution obtained from Genencor.   Composed of a mixture of endogluconase, exoglucanase,  	β-glucosidase and hemicellulose enzymes Commercially available ,[object Object]
The enzyme active site extends over 3 glucose monomer links
This allows for multiple breaks per a single absorption
Right is the enzyme overlaying a cellulose chain,[object Object]
Higher Cellulose Loadings Using the developed recycle system, we were able to produce 5, 10 and 13 wt% cellulose in NMMO
Solution Preparation NMMO near monohydrate Preparation Starting with 50/50 NMMO/H2O, evaporate water using rotovap for 5-8 hrs Cellulose/NMMO Solutions (5, 10 and 13 wt%) Dissolve measured pure cellulose in NMMO using extruder (make sure flow through recycle hose is established) Cellulose/NMMO Acetic acid Solution (no recycle system) Add NMMO/Cellulose solution to extruder Port 1 (85C for Zones 1-3) Add Acetic acid into feed port 4 (50C for Zones 4-10) Collect solution at exit and manually re-feed into extruder (repeat 5 – 8 times) For Shaker bath and STR Separate sample vials containing 10.7 g Cellulose/NMMO/AA  Enzyme addition Add enzyme solution to sample following NREL FPU/g loading requirements In E + DI dilution samples, DI added directly into enzyme solution before adding to sample In E + AA and E + AA + 1 dilution samples, add AA and then enzyme solution to sample vial Take 0.5 mL samples at pre-designated time Boil samples to denature enzyme and stop reaction Determine reducing sugar concentration using DNS assay technique
Method of Assay: DNS 3,5-Dinitrosalicylic acid (DNS or DNSA) is an aromatic compound that reacts with reducing sugars and other reducing molecules to form 3-amino-5-nitrosalicylic acid, which absorbs light strongly at 540 nm.   A reducing sugar is any sugar that, in basic solution, forms some aldehydeor ketone.  Reducing sugars include glucose, fructose, glyceraldehyde, lactose, arabinose and maltose.  - Miller, 1959 Increasing sugar concentration
Reactive Extrusion Increasing cellulose loadings yield higher reducing sugar concentrations Extruder shows potential for enzymatic hydrolysis
Approach Modify extruder in which higher cellulose loading solutions could be prepared Prepare 5, 10 and 13 wt% cellulose solutions Perform cellulose hydrolysis in extruder Does Reactive Extrusion show potential? Modify reaction conditions to maximize reducing sugar yields
Reactive Extrusion ,[object Object]

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Thesis Defense Presentation

  • 1. Enzymatic Hydrolysis of Cellulose in NMMO Brett RobbinsMaster’s ThesisFAMU-FSU College of EngineeringDepartment of Chemical and Biomedical Engineering
  • 2. Traditional Biomass to Ethanol Schematic - DOE report
  • 5.
  • 7. Very low vapor pressures
  • 8. Easy to recycle due to phase separation
  • 9. Can be modified for specific properties by changing cation or anion combination
  • 10. Ionic properties tend to alter reaction kinetics- R. Rogers, 2002
  • 11.
  • 12. Low vapor pressure solvent: Easily contained & recovered
  • 13. Excellent solvent for dissolution of cellulose in monohydrate form
  • 14. Environmentally friendly UN award for green process
  • 15. Biodegradable solventDissolves cellulose by breaking the hydrogen bonds of cellulose layers - J. Collier and co-workers (2000, 2001) Commercially used as a cellulose solvent in the Lyocell Process
  • 16.
  • 17. Initial reaction rates are higher in cellulose suspended and AA buffered solutions
  • 18.
  • 19. Higher cellulose loadings could not be prepared in batch method mixing
  • 20. Higher cellulose solutions produced a gelatin-like formation  Poor mixing
  • 21. Higher reducing sugars yields desired for fermentation-S.Rama, R.Oyetunji (2009)
  • 22. Goals of this work Objectives: * Perform in situ enzymatic hydrolysis of high cellulose loading in NMMO Modify the Extruder so that it is capable of making high loading cellulose solutions in NMMO/H2O Perform the Enzymatic Hydrolysis of cellulose using the twin screw extruder as a reactor Analyze how cellulose loading, enzyme loading, pH and agitation affect the initial reaction rate, reducing sugar yield, as well as overall conversion of cellulose to glucose
  • 23. Approach Modify extruder in which higher cellulose loading solutions could be prepared Prepare 5, 10 and 13 wt% cellulose solutions Perform cellulose hydrolysis in extruder Does Reactive Extrusion show potential? Modify reaction conditions to maximize reducing sugar yields
  • 24.
  • 25. The enzyme active site extends over 3 glucose monomer links
  • 26. This allows for multiple breaks per a single absorption
  • 27.
  • 28. Higher Cellulose Loadings Using the developed recycle system, we were able to produce 5, 10 and 13 wt% cellulose in NMMO
  • 29. Solution Preparation NMMO near monohydrate Preparation Starting with 50/50 NMMO/H2O, evaporate water using rotovap for 5-8 hrs Cellulose/NMMO Solutions (5, 10 and 13 wt%) Dissolve measured pure cellulose in NMMO using extruder (make sure flow through recycle hose is established) Cellulose/NMMO Acetic acid Solution (no recycle system) Add NMMO/Cellulose solution to extruder Port 1 (85C for Zones 1-3) Add Acetic acid into feed port 4 (50C for Zones 4-10) Collect solution at exit and manually re-feed into extruder (repeat 5 – 8 times) For Shaker bath and STR Separate sample vials containing 10.7 g Cellulose/NMMO/AA Enzyme addition Add enzyme solution to sample following NREL FPU/g loading requirements In E + DI dilution samples, DI added directly into enzyme solution before adding to sample In E + AA and E + AA + 1 dilution samples, add AA and then enzyme solution to sample vial Take 0.5 mL samples at pre-designated time Boil samples to denature enzyme and stop reaction Determine reducing sugar concentration using DNS assay technique
  • 30. Method of Assay: DNS 3,5-Dinitrosalicylic acid (DNS or DNSA) is an aromatic compound that reacts with reducing sugars and other reducing molecules to form 3-amino-5-nitrosalicylic acid, which absorbs light strongly at 540 nm. A reducing sugar is any sugar that, in basic solution, forms some aldehydeor ketone. Reducing sugars include glucose, fructose, glyceraldehyde, lactose, arabinose and maltose. - Miller, 1959 Increasing sugar concentration
  • 31. Reactive Extrusion Increasing cellulose loadings yield higher reducing sugar concentrations Extruder shows potential for enzymatic hydrolysis
  • 32. Approach Modify extruder in which higher cellulose loading solutions could be prepared Prepare 5, 10 and 13 wt% cellulose solutions Perform cellulose hydrolysis in extruder Does Reactive Extrusion show potential? Modify reaction conditions to maximize reducing sugar yields
  • 33.
  • 34. Reducing Sugar yield does not accurately scale with initial cellulose concentrationIs there another way to increase conversion?
  • 35.
  • 36. Long duration increases equipment cost
  • 37. Higher cellulose loading causes foaming when air is taken up by the extruderCellulose NMMO 10% Acetic Acid Enzymes Low Density Low Viscosity Extruder Shaker Bath Higher cellulose loading solutions can be reacted in Shaker Bath
  • 38.
  • 39.
  • 40.
  • 41. Also occurred in extruder
  • 42. Low overall conversion 50-70%Possible inhibition or deactivation of enzymes
  • 43.
  • 44. One order of magnitude increase in hydroxide ion concentrations
  • 45. According to Genencor, the recommended pH range for AcceleraseTM 1000 is 4.8 to 5.2.
  • 46. Sometime between 12 and 24 hours, high pH may cause inactivation of the enzymes
  • 47.
  • 48. Samples with additional 10% acetic acid resulted in higher reducing sugar yields~2.5 mg/mL for 5 cellulose wt% ~4.5 mg/mL for 10 cellulose wt% Account for deactivation of enzymes, but high cellulose loading of 122 FPU/g may hide any substrate inhibition
  • 49.
  • 51.
  • 52. May be due to an increase in ion release during the reaction causing enzyme deactivation earlier
  • 53. If only the substrate inhibited enzyme activity
  • 54.
  • 55. Particulate matter was seen settling on the base of the sample vial in higher Cellulose Loading samples
  • 56. Settling may prevent enzymes in solution from reaching cellulose and cellobiose.Shaker Bath not providing Adequate Agitation
  • 57.
  • 58. Reducing sugar yield does not plateau
  • 59. High reducing sugar yields produced
  • 60.
  • 61. STR provides better mixing for reactionSTR Shaker Bath Reducing Sugars (mg/mL)
  • 62. Comparison with Literature Open Symbols are from Literature Closed Symbols are experiments Comparable to current work Literature works use ILs with regeneration, experiments combine pretreatment and hydrolysis steps
  • 63. Conclusions ** In situ hydrolysis of high cellulose loading in NMMO/H2O solutions can be performed utilizing a twin screw extruder Modified Extruder is capable of making high cellulose loading solutions in NMMO/H2O Enzymatic Hydrolysis of cellulose can occur using a twin screw extruder as a reaction vessel Provides path to “consolidated bioprocess” Cellulose loading, enzyme loading, pH and agitation method are important factors in the initial reaction rate, reducing sugar yield, as well as overall conversion of cellulose to glucose 10wt% cellulose, 122 FPU/g, E + AA pH scheme in the STR provided the highest yield of reducing sugars (39.85 mg/mL) as well as cellulose conversion (95.55% assuming all glucose).
  • 64. Recommendations In running the experiment in the extruder, make sure to maintain over flooded feed. This will prevent the extruder from pulling air into the extrusion system producing bubbles and reduce the pressure building capacity to push the solution through the recycle system. The hydrolysis may be run at 40 degrees Celsius, because it has been shown that higher pH is tolerated by the enzyme at low temperature. This can reduce the acid addition necessary for higher conversion. HPLC would be useful at identifying the final reducing sugar composition in solution for use in future fermentation reactions. The initial stirred tank reactor has shown to have promising results and should be investigated further.
  • 65. Acknowledgements My Advisors, Dr Ramkrishnan and Dr. Collier for their guidance and insight in my research, without which I would not have been able to take this research the extent was able. Dr Paravastu for letting me use his laboratory and equipment to analyze my results. The FSU-FAMU College of Engineering Department of Chemical Engineering, for accepting me into the Master’s program and their financial support Bush Brothers and Sun Grant for their support of my research. Gary, Kimberly, Elizabeth and all members of the department who help with suggestions or assistance in this work.

Editor's Notes

  1. The first step is to develop an assay to see if sugars are released. Started of by miller in 1959.