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Dilute Sulfuric Acid Pretreatment of Corn Stover in a Pilot-Scale Reactor: Investigation of Yields, Kinetics, and Solids Enzymatic Digestibilities Daniel J. Schell, Jody Farmer, Millie Newman, and James D. McMillan National Bioenergy Center National Renewable Energy Laboratory Golden, CO

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  • Dilute Sulfuric Acid Pretreatment of Corn Stover in a Pilot-Scale Reactor:

    Investigation of Yields, Kinetics, and Solids

    Enzymatic Digestibilities

    Daniel J. Schell, Jody Farmer, Millie Newman, and James D. McMillan

    National Bioenergy Center

    National Renewable Energy Laboratory

    Golden, CO

  • Introduction

    Dilute sulfuric acid pretreatment of corn stover was performed in a continuous pilot-scale reactor

    Data was collected on xylose hydrolysis yields and enzymatic digestibilities of the pretreated cellulosic solids

    The xylose yield data was used to calculate kinetic rate parameters for a biphasic xylan hydrolysis model incorporating formation of intermediate xylo-oligomers

  • Materials and Methods Corn stover

    Used approximately 9 month old stover that was tub-ground and washed and dried to 10% moisture

    Analytical Performed solids compositional analysis of raw and pretreated

    solids Liquor

    Measured concentration of monomeric and total sugars, acetic acid, furfural, and HMF by HPLC; measured pH

    Measured insoluble solids in the pretreated slurry

    Enzymatic digestibility SSF was performed on the washed pretreated solids at 6%

    cellulose loading, 15 FPU/g cellulose enzyme loading, 32C Calculated cellulose conversion from ethanol yield results

  • Pretreatment

    41 pretreatments runs at a variety of conditions were conducted in a continuous 1 dry ton/d pilot-scale reactor (see flow diagram)

    Pretreatment conditions 165-183C 3-12 min 0.5-1.4% (w/w) nominal acid concentration 20% (w/w) total reactor solids concentration

  • Pretreatment Experimental Protocol

    Steady state operating conditions were established and then samples were taken; data acquisition system collected sensor data every 30s

    Samples taken Raw feedstock (for moisture) Pretreated slurry Vapor vent streams

    Calculations Xylan hydrolysis yields (monomeric and oligomeric xylose,

    furfural, unconverted xylan) were calculated from stream composition and flow rate data

    Results were also analyzed using a combined severity factor (CSF)

    pHTtLogCSF

    =

    75.14100exp10

  • Dilute Acid Kinetics

    2

    43

    1

    k

    kk

    k

    xylanreactingSlowproductionDecompositXyloseoligomersXylose

    xylanreactingFast

    += RTEkkk ipHHi

    oii exp)}10({

    An Excel add-in (Evolver) using a genetic algorithm was used to estimate the parameter values (fast hydrolyzing xylan fraction, kio, kiH, and Ei) by minimizing an error term composed of the sum of the square of the errors between measured and predicted values for monomeric and oligomer xylose and unconverted xylan.

  • Pretreatment System

  • Figure 1. Monomeric and Total Xylose Yields

    0

    10

    20

    30

    40

    50

    60

    70

    80

    0.5 0.7 0.9 1.1 1.3 1.5 1.7 1.9 2.1Combined Severity Factor

    Xylo

    se Y

    ield

    (%)

    MonomericTotal

  • Figure 2. Xylan Fractionation and Mass Balance Closure

    0

    20

    40

    60

    80

    100

    12015 14 13 7 4 12 22 10 26 23 34 21 17 24 29 18 19 33 37 1 2 3 20 27 6 5 38 11 36 35 8 16 9 28 25 30 31 32

    Run #

    Yiel

    d (%

    theo

    retic

    al)

    Monomeric Xylose Oligomeric Xylose Xylan Furfural

  • Figure 3. Enzymatic Digestibilities

    55

    60

    65

    70

    75

    80

    85

    90

    95

    1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 1.9 2.0 2.1

    Combined Severity Factor

    Cel

    lulo

    se C

    onve

    rsio

    n (%

    )

  • Highlight Results - Experimental

    Monomeric and total xylose yields reach a peak of 70-71%, but at different pretreatment severities (Fig. 1)

    With increasing severity, furfural yields increase and unconverted xylan and oligomeric xylose yields decrease (Fig. 2)

    Mass balance closure ranges from 85-105%, but are significantly lower at higher severities (Fig. 2)

    Cellulose conversion increases with increasing severity reaching a value of 87% (Fig. 3)

  • Figure 4. Predicted versus Experimental Yields

    0

    10

    20

    30

    40

    50

    60

    70

    80

    0 10 20 30 40 50 60 70 80

    Experimental Yield (%)

    Pred

    icte

    d Yi

    eld

    (%)

    Monomeric Xylose

    Oligomeric Xylose

    Unconverted Xylan

  • Figure 5. Kinetic Modeling Results:Based on Maximizing Monomeric Xylose

    35

    40

    45

    50

    55

    60

    65

    70

    75

    80

    85

    90

    160 165 170 175 180 185 190

    Temperature (C)

    Max

    imum

    Xyl

    ose

    Yiel

    d (%

    ) pH 1.0

    Total xyloseMonomeric xylose

    pH 1.5

    pH 2.0

    Experimental data range

  • Figure 6. Kinetic Modeling Results Based on Maximizing Monomeric or Total Xylose

    35

    45

    55

    65

    75

    85

    95

    160 165 170 175 180 185 190

    Temperature (C)

    Max

    imum

    Xyl

    ose

    Yiel

    d (%

    )

    Maximizing total xylose yield

    Total xyloseMonomeric xylose

    Maximizing monomeric xylose yield

    Total xyloseMonomeric xylose

    pH 1.0

    pH 2.0

    Lines for monomeric and total xylose yield at pH 1.0 lie on top of each other regardless of maximization criteria

  • Highlight Results - Kinetic Model The kinetic model predicts xylan hydrolysis

    performance across the data set fairly well (Fig. 4) Low pH and high temperatures are required to

    achieve the highest xylose yields (Fig. 5) Total xylose yields are greater than monomeric

    xylose yields, although the differences are small at low pH (Fig. 5)

    At low pH, xylose yields are the same regardless of which criteria is used to maximize yields (Fig. 6)

    At high pH, higher total xylose yields can be achieved by maximizing on total xylose (Fig. 6)

  • Acknowledgements

    The Biochemical Conversion Element of the Office of Fuels Development of the US Department of Energy funded this work. We gratefully acknowledge the technical assistance of Bob Lyons and Bryan Rohrbackwith pilot plant operation, Raymond Ruiz, David Templeton, Amie Sluiter, and Bonnie Hames with chemical analysis of process samples, and David Templeton with procurement of the corn stover.