Analytical Modeling of Biomass Transport and Feeding Systems
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- Purdue Univ., West Lafayette, IN (United States)
- Indiana Univ., Bloomington, IN (United States)
- Forest Concepts, Auburn, WA (United States)
- Idaho National Laboratory (INL), Idaho Falls, ID (United States)
- AdvanceBio, LLC, Milford, OH (United States)
- Federal Univ. of Sao Carlos, Sao Paulo (Brazil)
The processing of biomass solids in a biorefinery consists of pretreatment, enzyme hydrolysis / concurrent fermentation of sugars to ethanol, product recovery, and drying. Sustainable operation requires a front end that transforms wet solids into a pumpable slurry. Otherwise the biorefinery will suffer unscheduled shut-downs and inefficient operation due to solids that obstruct pumps and other equipment and resist mixing in a bioreactor. Downtime in pioneer biorefineries due to interruptions from materials handling problems has been 50% or more, leading to unsustainable manufacturing processes. This work addresses new technology, predictive computational models, and definition of operational conditions that result in formation of slurries of corn stover at up to 300 g/L using low enzyme loadings (1 to 3 FPU cellulase/g) before the biomass (corn stover) enters the pretreatment step. A team of researchers from Purdue University, Idaho National Laboratory (INL), Forest Concepts, AdvanceBio, Argonne National Laboratory, and DOE BETO have combined their knowledge in agricultural and biological engineering, bioprocess engineering, mechanical engineering, chemical engineering, agricultural economics, materials engineering and enzyme and microbial technology to address the challenge of making lignocellulose flow. This team effort has resulted in the development and validation of conditions that employ low levels of commercial enzyme in an agitated bioreactor to which corn stover pellets are added resulting in formation of slurries at high solids loadings, before pretreatment. This approach overcomes challenges caused by handling of dry, particulate biomass materials at the front end of the biorefinery. The subsequent materials handling issues cause obstruction at pumps, pipes and valves. Formation of high loadings slurries with low yield stress, as reported here, significantly decreases the potential for process interruption and enhances plant operability. Key advances in the knowledge of how slurry formation occurs is reported here and in recently published journal papers. We found that pellets are needed to achieve high solids loading, and that commercial enzymes are effective in forming slurries of corn stover particles from pellets that have not been pretreated. Our work has resulted in models that predict solids behavior for formation of compressed solids and pellets that in turn facilitate slurries made of high concentrations of corn stover particles. A computational model was developed that gives mechanistic insights into properties of particles and mixing process that gives the slurry rheology needed to facilitate pumping. Hence, the corn stover may be pumped into a pretreatment reactor in place of auguring in solids against high pressure which is a root cause of interruptions at the front end of a biorefinery. Subsequent mixing in enzyme and microbial bioreactors results in conversion of lignocellulose to sugars in a biorefinery in agitated bioreactors, with flows in and out of the vessels being less likely to be interrupted due to plugging or materials handling problems. The obtained data coupled to process models, techno-economic assessment (TEA) and Life Cycle Analysis (LCA) were used to assess whether this approach is practical. These results are based on a foundation of laboratory characterization and pilot runs. The NREL biochemical sugar model was utilized to carry out techno-economic analysis of enzyme catalyzed liquefaction followed by enzyme hydrolysis. The minimum sugar selling price was between 17.5 and 18.3 ¢/pound or about the same as calculated by the NREL model for dilute acid pretreatment followed by enzyme hydrolysis. Life cycle analysis (LCA) based on Argonne’s Greet Model showed the enzyme catalyzed route had the lowest greenhouse gas emissions of the three combinations studied (i.e., enzyme, enzyme mimetic, and enzyme + mimetic combined). GHG emissions for enzyme-based corn stover liquefaction step, alone, were about 21 g CO2-equivalent/kg of liquefied slurry. We believe this approach will further enhance operability of a pioneer biorefinery, and bring large-scale conversion of lignocellulosic biomass to low carbon footprint biofuels closer to implementation.
- Research Organization:
- Purdue Univ., West Lafayette, IN (United States); Idaho National Laboratory (INL), Idaho Falls, ID (United States)
- Sponsoring Organization:
- USDOE Office of Energy Efficiency and Renewable Energy (EERE), Office of Sustainable Transportation. Bioenergy Technologies Office (BETO)
- DOE Contract Number:
- EE0008256; AC07-05ID14517
- OSTI ID:
- 1985277
- Report Number(s):
- DOI-Purdue-DE-EE0008256
- Resource Relation:
- Related Information: 1. More, R. V. & Ardekani, A. 2020a. A constitutive model for sheared dense suspensions of rough particles. Journal of Rheology, 64(5), 1107-1120.2. Khan, M., More, R., Banaei, A., Brandt, L. & Ardekani, A. 2022. Numerical study of concentrated fiber suspensions: microscopic interactions to macroscopic rheology (under review, Physical Review Fluids).3. Serra, L. A., da Silva Cruz, R. G., Gutierrez, D. M., Cruz, A. J. G., Canizares, C. A. T., Chen, X., & Ladisch, M. R. (2022). Screening method for Enzyme-based liquefaction of corn stover pellets at high solids. Bioresource Technology, 363, 127999.4. Szeto, R., Overton, J. C., dos Santos, A. C., Eby, C., Mosier, N. S., Ximenes, E., & Erk, K. A. (2021). Rheology of enzyme liquefied corn stover slurries: The effect of solids concentration on yielding and flow behavior. Biotechnology Progress, 37(6), e3216.5. dos Santos, A. C. F., Overton, J. C., Szeto, R., Patel, M. H., Gutierrez, D. M., Eby, C., & Ladisch, M. R. (2021). New strategy for liquefying corn stover pellets. Bioresource Technology, 341, 125773.6. Patil, A. K., Engelberth, A. S., Ladisch, M. R. Effect of Biomass Liquefaction on Glucose and Xylose Price Predicted by NREL Biochemical Sugar Model. Biofuels, Bioproducts & Biorefining. (Accepted November 2022).7. Patil, A., Benavides, P. T., Monceaux, D., Engelberth, A. S. (2023). Techno-economic assessment and life cycle assessment of three potential pathways for biomass liquefaction, Bioresource Technology Reports 21, 101383.
- Country of Publication:
- United States
- Language:
- English
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