Comparative Study on Enzymatic Digestibility of … Study on Enzymatic Digestibility of Upland and...
Transcript of Comparative Study on Enzymatic Digestibility of … Study on Enzymatic Digestibility of Upland and...
Comparative Study on Enzymatic Digestibility of Upland and Lowland Switchgrass Varieties
Processed by Leading Pretreatment TechnologiesYoungmi Kim, Nathan S. Mosier, Michael R. Ladisch
Purdue UniversityV. Ramesh Pallapolu and Y. Y. Lee
Auburn UniversityBonnie Hames
CeresSteven R. Thomas
DOE - Golden Field OfficeRebecca Garlock, Venkatesh Balan, and Bruce E. Dale
Michigan State UniversityBryon S. Donohoe, Todd B. Vinzant, and Richard T. Elander
NRELMatthew Falls, Rocio Sierra, and Mark T. Holtzapple
Texas A&M UniversityJian Shi, Mirvat A. Ebrik, Tim Redmond, Bin Yang, and Charles E. Wyman
University of California Riverside
Ryan E. WarnerGenencor, A Danisco Division
2009 AIChE Annual Meeting, Nashville, Nov 08-13, 2009
Material in this work supported by US Department of Energy Office of the Biomass Program,Contract DE-FG36-04GO14017
For gifts of enzymesGenencor, a Danisco Division
Switchgrass Ceres
CAFI Team Collaborators
LORRE StaffLinda Liu, Rick Hendrickson
Acknowledgments
Switchgrass
Photos courtesy of Department of Agronomy, Purdue University
A plentiful, warm-season perennial grass
Low fertility requirement
Tolerant of poor soils
High yield
(6-8 ton/acre)
Switchgrass VarietyMorphological type•Lowland type:
Adapted to poor drainage Tall, coarse, thicker stems, Grows faster and higher yield potential than uplandAlamo, Kanlow
•Upland type: Short, fine stems, tolerant to cold temperature and droughtShawnee, Dacotah, Trailblazer, Cave-in-Rock, Caddo
Physiological type (based on latitude-of-origin)• Southern ecotype:
Higher biomass productivity, higher risk of winterkill• Northern ecotype:
Earlier flowering, shorter, lower yield, lower cell wallconcentration, better winter survival than southern ecotypes
Cassida et al., Crop Sci. (2005)
Factors Affecting Biomass Yields and Composition
Cassida et al., Crop Sci. (2005); Adler et al., Crop Sci. (2006); Wiselogel et al., Bioresource Tech. (1996)
Morphological type Latitude-of-origin Harvest Season
Lowland Upland Southern Northern FallAfter-
Winter
Biomass Yield > > >Moisture level > > >
Cellulose > > <Lignin > > <
Soluble Carbohydrates
unknown unknown >Storage
Polysaccharidesunknown unknown >
Ash < < >N < < >
Other factors, such as N fertilizer, precipitation, storage method, are not considered in this study.
CAFI3-Allotted Switchgrass
Alamo 1 Alamo 2 Shawnee DacotahLatitude-of-Origin 29 °N 38 °N 46 °N
Ecotype Southern Lowland Northern UplandMorphology Thick stems Thin stems
Harvest LocationArdmore, OK
34°N (Elev. 870 ft)
Stillwater, OK36°N
(Elev. 960 ft)
Pierre, SD44
(Elev. 1420 ft)Plant date June, 2005 June, 2007 June, 2005 December, 1999
Harvest dateDecember,
2006November,
2007December,
2006
May, 2008
(Plot was allowed to stand over the
winter)
Post processing and Storage
Small square bales stored in a buildingDried at 50 C to less than 10% Moisture
Milled using a Knife mill or hammer mill to 2-6 mm size
Objectives
• Compare compositions of CAFI3-allotted switchgrass
• Apply different pretreatment technologies and compare enzymatic digestibility
% Water-Extractable Free Sugars in CAFI3 Switchgrass
9.6%
6.9%8.2%
0.8%0%
2%
4%
6%
8%
10%
12%
Alamo 1 Alamo 2 Shawnee Dacotah
% W
ater
-Ext
ract
able
Free
Sug
ars i
n Ra
w
Switc
hgra
ss
Cell Wall Composition of CAFI3 Switchgrass(Samples were hot-water washed by x10 v/w DI water to remove water-soluble free sugars)
59.7% 60.5% 58.9% 61.4%
20.8% 20.9% 21.5%22.8%
6.0% 4.9% 4.7%1.2%
4.3% 4.6% 4.6% 3.3%
2.5% 3.0% 3.1% 3.6%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Alamo 1 Alamo 2 Shawnee Dacotah
% D
ry M
ass o
f Pre
-Was
hed
Swit
chgr
ass
Acetyl
Ash
Protein
Lignin
Structural Carbohydrates
Effect of Ecotype and Harvest Season on CompositionLowland vs Upland, Late-Fall Harvest vs Spring Harvest
0%
5%
10%
15%
20%
25%
30%
35%
40%
25 30 35 40 45 50
Latitude-of-origin (oN)
Cellulose
Lignin
Water Extractable Sugars
Protein
Ash
Lowland (A)Late-fall
Upland (S)Late-fall
Upland (D)Spring
Ecotype:Harvest:
Pretreatment Conditions
Pretreatment Method
SubstrateChemicals Loading(per g dry biomass)
Temperature (oC)
DurationMoisture Level
(per g dry biomass)
AFEXA 1.5 g NH3 140 20 min 2 g H2O
S, D 1.5 g NH3 150 30 min 2 g H2O
DA A, S, D 0.005 g H2SO4 160 10 min 19 g H2O
LHW A, S, D 6.7 g H2O 200 10 min 6.7 g H2O
Lime A, S, D 1 g Ca(OH)2 120 4 hr None
SAAA, S 0.15 g NH4OH 90 24 hr 9 g H2O
D 0.15 g NH4OH 160 1 hr 9 g H2O
SO2 D 0.05 g SO2 180 10 min 9 g H2O
Fate of Solids During Pretreatment of Dacotah Switchgrass
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Untreated AFEX DA LHW Lime SAA SO2
% T
otal
Init
ialD
ry M
assLignin (acid insoluble)
Arabinan
Xylan
Cellulose
Composition of AFEX Pretreated Solids of CAFI3 Switchgrass
(Pretreatment conditions: 1.5 g NH3, 2 g H2O:g dry solids140 oC/20 min for Alamo, 150 oC/30 min for Shawnee and Dacotah)
0%
20%
40%
60%
80%
100%
% D
ry W
eigh
tProtein
Acetyl
Lignin
Arabinan
Xylan
Cellulose
Untreated AFEX
Composition of Dilute Acid Pretreated/Hot-Washed Solids of CAFI3 Switchgrass
(Pretreatment conditions: 0.005 g H2SO4, 19 g H2O:g dry solids160 oC/10 min)
0%
20%
40%
60%
80%
100%
% D
ry W
eigh
tLignin
Xylan
Cellulose
Untreated DA
Composition of LHW Pretreated/Hot-Washed Solids of CAFI3 Switchgrass
(Pretreatment conditions: 6.7 g H2O: g dry solids, 200 C, 10 min)
0%
20%
40%
60%
80%
100%
% D
ry W
eigh
tAcetyl
Lignin
Arabinan
Xylan
Cellulose
Untreated LHW
Composition of Lime Pretreated/Hot-Washed Solids of CAFI3 Switchgrass
(Pretreatment conditions: 1 g Ca(OH)2 : g dry solids, 120 oC/4 hr)
0%
20%
40%
60%
80%
100%
% D
ry W
eigh
tLignin
Arabinan
Xylan
Cellulose
Untreated Lime
Composition of SAA Pretreated/Hot-Washed Solids of CAFI3 Switchgrass
(Pretreatment conditions: 0.15 g NH4OH, 9 g H2O : g dry solids, 90oC/24 hr for Alamo and Shawnee, 160 oC/1 hr for Dacotah)
0%
20%
40%
60%
80%
100%
% D
ry W
eigh
tAcetyl
Lignin
Arabinan
Xylan
Cellulose
Untreated SAA
Enzymatic Hydrolysis Conditions• Substrate loading:
DA, LHW, Lime, SAA, SO2 - Pretreated and hot-washed solids at 1% glucan loadingAFEX - Pretreated solids at 1% glucan loading
• Enzyme dose: Spezyme CP and Novo188 at 15 FPU and 30 CBU per g glucan in the prewashed, untreated switchgrass(~27 mg protein/g glucan)
• Hydrolysis conditions: 150 RPM, 50 0CpH 4.8, 0.05 M citrate buffer
• Sampling: 1 hr (for initial rate), 24 hr, and at the end of hydrolysis (168 hr)
Glucose Yields after 1 hr Hydrolysis
Yields calculated based on glucan in pretreated/hot washed solids for all pretreatments except for AFEX
0%
20%
40%
60%
80%
100%
AFEX DA LHW Lime SAA
% G
luco
se Y
ield
Alamo
Shawnee
Dacotah
Glucose Yields after 24 hr Hydrolysis
Yields calculated based on glucan in pretreated/hot washed solids for all pretreatments except for AFEX
0%
20%
40%
60%
80%
100%
AFEX DA LHW Lime SAA
% G
luco
se Y
ield
Alamo
Shawnee
Dacotah
Glucose Yields after 168 hr Hydrolysis
Yields calculated based on glucan in pretreated/hot washed solids for all pretreatments except for AFEX
0%
20%
40%
60%
80%
100%
AFEX DA LHW Lime SAA
% G
luco
se Y
ield
Alamo
Shawnee
Dacotah
Xylose Yields after 168 hr Hydrolysis
Yields calculated based on glucan in pretreated/hot washed solids for all pretreatments except for AFEX
0%
20%
40%
60%
80%
100%
AFEX DA LHW Lime SAA
% X
ylos
e Yi
eld
Alamo
Shawnee
Dacotah
Effect of Supplementary Xylanase(Multifect Pectinase) on Sugar Yields
LHW pretreated Dacotah, No hot-water washing after pretreatment15 FPU Spezyme CP+ 200 OSX M. Pectinase/g glucan= 27 mg protein/g glucan
0%
20%
40%
60%
80%
100%
0 30 60 90 120 150 180
% G
luco
se Y
ield
Hydrolysis Time (hr)
No Pectinase
With Pectinase
Yields calculated based on glucan and xylan in untreated biomass
0%
20%
40%
60%
80%
100%
0 30 60 90 120 150 180%
Xyl
ose
Yiel
d
Hydrolysis Time (hr)
Summary
• Harvest season and possibly age of stand are more important factors than ecotype of switchgrass in terms of affecting switchgrass saccharifaction.
• Spring harvest contains more lignocellulose and less ash, protein and water extractable free-sugars than fall/late fall harvest.
• After pretreatment, compositional variability between switchgrass batches becomes less related to ecotype and/or harvest season.
• Enzymatic digestibility of Dacotah switchgrass, which is upland variety and was harvested in spring, was the lowest among the switchgrass samples, regardless of the pretreatment methods applied.
• The recalcitrant nature of upland cultivar and spring harvest of switchgrass may require more severe pretreatment conditions.