The Economics of Ethanol from Sweet Sorghum
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Transcript of The Economics of Ethanol from Sweet Sorghum
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8/7/2019 The Economics of Ethanol from Sweet Sorghum
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The Economics of Ethanol from Sweet SorghumUsing the MixAlco Process
Michael H. LauJames W. Richardson
Joe L. OutlawMark T. Holtzapple
Rene F. Ochoa
Lime water slurry
Air
Blower
Cooling wateror
heat source
PumpDrain pipe
Liner
Cover
Biomass
Gravel
Sugar Juice Grain LeavesBagasse
Fermentation Fermentation Co-generation Other uses
DDGS Ethanol Ethanol Electricity Heat
Sweet Sorghum
Pretreatment
fermentationDewater
Acid
springing
Hydrogenation
Lime kiln
Biomass
LimeCalcium carbonate
Carboxylate
salts
Carboxylic
acids
Mixedalcohols
Hydrogen
AFPCAgricultural and Food Policy Center
The Texas A&M University System
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The Economics of Ethanol from Sweet SorghumUsing the MixAlco Process
Michael H. LauJames W. Richardson
Joe L. OutlawMark T. Holtzapple
Rene F. Ochoa
AFPC Research Report 062
August 11, 2006
AFPCAgricultural and Food Policy Center
The Texas A&M University System
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Biomasshasthepotentialtoprovideasustainablesupplyofenergy.Ithasthefollowingadvan
tagesoverfossilfuels:
Renewablesourceofenergythatdoesnotcon
tributetoglobalwarmingasithasaneutra
effectoncarbondioxideemissions;
Biomassfuelshavelowsulfurcontentanddo
notcontributetosulfurdioxideemissions;
Effective use of residual andwastemateria
forconversiontoenergy;
Biomassisadomesticsource thatisnotsubject to world price uctuations or uncertainties
inimportedfuels.
However,animportantconsiderationwithbio
massenergysystemsisthatbiomasscontainsles
energyperpoundthanfossilfuels(SterlingPlan
et).Driedbiomasshas aheatingvalueof 5,000
8,000Britishthermalunits(BTU)perpoundwith
virtuallynoashorsulfurproducedduringcombus-
tion(Osburn,1993).Otherestimatesshowtheen
ergycontentofagriculturalresiduesinthe4,300to7,300BTUperpoundduetomoisturecontent
(http://bioenergy.ornl.gov/index.html).Incomplete
combustion of biomass produces organic matter
and carbon monoxide pollution. There is also a
socialdebate over theuse of landandwater for
foodproductionversusenergyproduction(ACRE
Mazza).Biomasscouldhaveanimportantimpact
onthesocio-economicdevelopmentofruralpopu
Figure 1: Sweet Sorghum and Grain Sorghum Trials nearAmarillo.Source: Travis Miller.
TheUnitedStatesisbecomingmoredependent
onethanolproductionas a renewablefuel
sourcetodecreasedependencyonforeignoil.
Theincreaseindemandforrenewablefuels,due
inparttotheEnergy Policy Act of 2005,hasledto
increasedresearchonalternativerenewablefuels
from biomass.One such avenueof research has
beentheconversionofbiomasstorenewablefuels,and specically sweet sorghum, as an ethanol fuel
stock.
Biomass Energy
Biomassisusedtodescribeanyorganicmatter
from plants that derives energy from photosyn-
theticconversion.Itisauniqueresourcewhichis
theonlyrenewablesourceofcarbon.Biomassisa
versatileenergysourcethatcanbeeasilystored
andtransformed intoliquidfuel, electricity,andheat through various processes (World Energy
Council,1994).Biogas,biodiesel,ethanol,metha-
nol,diesel,andhydrogenareexamplesofenergy
carriersthatcanbeproducedfrombiomass(Bas-
sam).
Traditional sources of biomass include fuel
wood,charcoal,andanimalmanure.Modernsourc-
esofbiomassareenergycrops,agricultureresidue,
andmunicipalsolidwaste(ACRE).Biomassfuels
areproducedmainlyin countries thathave sur-
plusofagriculturecommodities(Shapouri,2003).Biomasscanbedividedintothreecategories;sugar
feedstock(sugarcane),starchyfeedstock(grains),
and cellulose feedstock (brous plant material)
(Badger, 2002). Estimates show 512 million dry
tons of biomass residues ispotentiallyavailable
intheUnitedStatesforuseasenergyproduction
(Mazza).
Ithasbeenestimatedthatbiomasscouldsup-
plyallcurrentdemandsforoilandgasif6percent
of contiguousU.S. land areawas put into culti-
vation of biomass feedstocks (Osburn, 1993). Nonetcarbondioxidewouldbeaddedtotheenviron-
mentifbiomassenergyreplacedfossilfuels(Os-
burn, 1993). Fuelsderived from biomass are re-
newable and are sufciently similar to fossil fuels
toprovidedirectreplacement(Bassam).TheU.S.
DepartmentofEnergybelievesthatbiomasscould
replace10percentoftransportationfuelsby2010
and50percentby2030(SterlingPlanet).
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lations and the diversication of the energy sup-
ply(RenewableEnergyWorld,2000).
Combustion, gasication, liquefaction, and bio-
chemicalaretheprimarywaysofconvertingbio-
mass into energy.Combustion burns biomass to
produce heat. Gasication produces gas that can
becombustibleinaturbine.Liquefactionproduces
anoxygenatedliquidthatcansubstituteforheat-ingoil.Thebiochemicalprocessconvertsbiomass
toliquidfuelthroughafermentationprocess(Ve-
ringa,ACRE).Biodieselandethanolareanexam-
pleofthisprocess.
Ethanolfromcellulosebiomassmaterialisstill
intheresearchanddevelopmentphase (Mazza).
Thereis currently onlyonecommercialcellulose
ethanol facility in operation (Canada) with an-
otherplantunderdevelopmentinSpain.Thelack
ofreal-worldexperiencewithcellulosebiomassto
ethanolproductionhaslimitedinvestmentintherst production facilities (California Energy Com-
mission,1999).Ethanolfromcellulosehasthead-
vantageofafaster rateof reactionthanthetra-
ditional fermentation process. However, ethanol
productionusingcelluloseiscostlyduetotheneed
foracidhydrolysisofthebiomasspricingitabove
expectedlong-rungasolineprices(Badger,2002).
MixAlco,aprocessdevelopedatTexasA&MUni-
versity,hastheadvantageofnoextraprocessing
ofthebiomassisneededforfuelconversion.
Sweet Sorghum
Sorghum (Figures 1 and 2) has been identi-
ed as a preferred biomass crop for fermentation
intomethanolandethanolfuel(MillerandCreel-
man, 1980; Creelman et al., 1981). Sorghum is
amongthemostwidely adaptablecerealgrasses
potentiallyusefulforbiomassandfuelproduction
(Hons,et al.,1986).Theadaptationofsorghumto
sub-humid and semiarid climates has extended
sorghumproductionintolargerregionsthanotherwarm-cerealgrains.
Sorghumisrelativelyinexpensivetogrowwith
high yieldsand can be used to producea range
ofhighvalueaddedproductslikeethanol,energy,
and distillersdried grains (Chiaramonti, et al.).
Sorghumcanproduceapproximately30drytons/
haperyearofbiomassonlowqualitysoilswith
lowinputsoffertilizerandlimitedwaterperdry
tonofcrop,halfofthatrequiredbysugarbeetand
athirdoftherequirementforsugarcaneorcorn
(RenewableEnergyWorld,2000). Moststoverorcropresidueisplowedbackinto
thegroundtoreplenishnutrientsandusedtore
ducesoilerosion.Smallamountsareharvestedfor
livestockfeed.Studiestoestimatesorghumresi
dueyieldforbiomassproductionaveragesapprox
imately1.75tons/acre(Franzluebbers,et al.,1995
Gallagher,et al.;Hons,et al,1986;Powell,et al.
1991).
Figure 3 shows a simplied diagram of alterna
tiveprocessestoconvertsweetsorghumtoenergy
fuel. Corn processing is very similar as the twocrops are interchangeable. Sorghum production
can be separated into grains (for consumption
livestock feed, ethanol production), sugar juice
(extractedfromthecaneandusedforethanolpro
duction),andstover(usedforenergyproduction,
plastics) (Chiaramonti, et al.). Sorghum easily
convertstoothervalueaddedproductsmakingi
aversatileinput.
Figure 2: Texas A&M University Crop Scientist with HybridSorghum.Source: Travis Miller.
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Althoughstudies(Gallagher,et al.;Wiedenfeld,
1984;CommitteeonBiobasedIndustrialProducts,
2000;MillerandCreelman,1980;Creelmanet al.,
1981) show sorghum stover is a good potential
candidateforcelluloseenergyproduction,nohis-
toricalvaluesareavailableforresiduecostsand
yields. Agriculture residue price for energy pro-
duction is based on the opportunity cost for the
growerplusharvestingandbalingcost.
Residues are desirablerawmaterials foren-ergy productionbecause utilizing them does not
require covering landcostwhichare included in
thegrainenterprise.Residue supplydependson
opportunity costs at the farm level and the as-
sumptionthatreasonablesoilconservationprac-
ticeswillbefollowed.Theamountofresiduesup-
pliedis anapproximation foracquisition cost by
processingfacilities.Growthisexpectedtooccur
in crop residue resource due to increase crop
yieldsanddeclininglivestockdemandforfor
age(Gallagher).
MixAlco Process
While the MixAlco process has not been
testedatacommercialscale,thetechnologyap
pearstoholdatremendousamountofpromise
TheMixAlcoprocesscanconvertawidevarietyofbiomassmaterialsuchassewersludge,ma-
nure, agriculture residues, agriculture crops
intoacidsandalcoholfuelsusingmicroorgan
isms,water,steam,limeandhydrogenthrough
an anaerobic process (Holtzapple, 2004). Two
different versions of the MixAlco process are
available. Version one is the original process
which produces mixed alcohol fuels. Version
Figure 3: Simplifed Diagram o Alternative Processes to Convert Sweet Sorghum to Energy Fuel.
Source: Chiaramonti, et al.
Sugar Juice Grain Leaves Bagasse
Fermentation Fermentation Co-generation Other uses
DDGS Ethanol Ethanol Electricity Heat
Sweet Sorghum
Pretreatment
fermentationDewater
Acid
springingHydrogenation
Lime kiln
Biomass
LimeCalcium carbonate
Carboxylate
salts
Carboxylic
acids
Mixed
alcohols
Hydrogen
Figure 4: Schematic o the MixAlco Process
Source: Holtzapple, 2004.
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twoproducescarboxylateacidsandprimaryal-
cohols(ethanol). Figure 4 summarizes the MixAlco process.
Thisprocessdiffersfromtheuseofacidhydro-
lysisofbiomassmaterialtoproduceethanol.The
MixAlcoprocesscallsformixingbiomasswitha
nutrientsourcesuchasmanureorsewagesludge
ataratioof80percentto20percent.Thereare
fourphasestotheprocess:pretreatmentandfer-
mentation, dewatering, acid springing, and hy-
drogenation.
Duringthepretreatmentphase,biomass,lime
and calcium carbonate are blended and storedinalargepile.Airisblownupthroughthepile
whilewateristrickleddownthroughthepile.The
combinationof air and limeremoves ligninfrom
the biomass reducing the pHand rendering the
bio-matterdigestible.Thepileistheninoculated
withanaerobicmicroorganismsfromsalineenvi-
ronments.Themicroorganismsdigestthebiomass
formingcarboxylicacidscommonlyknownasvola
tile fattyacids (VFAs)such asacetic,propionic
Figure 6: Schematic o the Fermentation Facility.
Source: Holtzapple, 2004.
Concentrated
roduct
Fresh
water
Lime water slurry
Air
Blower
Cooling wateror
heat source
PumpDrain pipe
Liner
Cover
Biomass
Gravel
Figure 5: Schematic o the MixAlco Pretreatment Process
Source: Holtzapple, 2004.
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Figure 7: MixAlco Pilot Plant Photos.Source: Martk T. Holtzapple.
andbutyricacids.TheVFAscombinewithcalcium
carbonatetoformcarboxylatesalts,whichareex-tractedfromthepilewithwater.
Fourreactorpilesarecreatedofequalvolume.
Figure5andFigure6showtheschematicofthe
pretreatmentandfermentationfacility.Eachre-
actoris shaped likeaconetominimizematerial
use.Fora44ton/hourfacility,eachreactorhasa
basediameterof397feetandis115feethigh.The
fuelpileiscoveredwithageomembranetoresist
theweather,wind,andsun.Thebaseconsistsofa
one-meter-thicklayerofgravelthatisdividedby
bermedwallstocollecttheVFAsolution. From fermentation,the VFAsolutioniscon-
centratedusing a vapor compression evaporator
during the dewatering phase. The fermentation
brothcontainingtheVFAsareheatedto100Cand
mixedwithhigh-molecular-weightacid(e.g.,hep-
tanoic) to acidify the fermentation broth.Steam
andlimearethanusedtoremovenon-condensable
gasesandcalciumcarbonate.Thetreatedfermen-
tationbrothisheatedto212Candwaterisevapo-
ratedfromthesolutionconcentratingthesalts.
Acidspringingconvertsthecarboxylatesaltsintocarboxylateacidandcalciumcarbonate.The
concentratedbrothisblendedwithcarbondiox-
ide and a low-molecular-weight tertiary amine
(triethyl) to form insoluble calcium carbonates
and amine carboxylates. Approximately 75% of
the calcium carbonate removed can be used in
the pretreatment and fermentation phase and
theremaining25percentisconvertedtolimeus-
ingaspeciallimekiln.Mostofthewateristhen
removedleavingaconcentratedaminecarboxyl
ate. Thecarboxylateacidsareblendedwithhigh
molecular-weight alcohols to form esters and
water. Thewater is evaporated andremaining
esters are mixed with high-pressure hydrogen
to form alcohols. The resulting ethanol fuel is
cooledandstoredfortransportationtobemixed
withgasolinefuel.Largestoragetanksareused
toholdtheethanolfueluntilshipping.
Byproducts
MixAlcoproduceswater,heat, carbon diox
ide,calciumcarbonate,andresidualbiomassas
byproducts.TheMixAlcofacilitycanbealmost
self-sufficient after the first year of operation
ifthenecessaryequipmentforlimeproduction,
waterrecycling,andsteamcapture,andboilers
are inplace.Water can bereused for the pre
treatmentandfermentationphase.Calciumcar-
bonatecanbemanufacturedintolimeandused
in the pretreatment and fermentation phase
Theheatgeneratedcanbetransferredtodryertoaidintheevaporationduringthedewatering
phase.
TheMixAlcostructure is completely sealed
fromtheoutsideenvironmentandallcarbondi
oxidegasproducedcanbecollected.Thecarbon
dioxidecanbereleasedonceitisscrubbedto
removeodororsoldtooilrefineriestobepumped
intooilwellsandaidinthecollectionofoil.How
ever,thecarbondioxidemarketisverylimited.
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Incentive Packages -Location Choices
Historical Data
Stochastic Variables
Exogenous and Control Variables
Equations and Calculations
Financial Statements Income StatementStatement of Cash FlowsBalance Sheet
Key Output Variables Net IncomeEnding Cash BalanceDividends PaidEnding Real Net WorthNet Present Value
Risk Ranking of Alternative Scenarios
Residual biomass is the largest byproduct
produced.MixAlco differs from corn-based etha-
nolproductionthatproducesdistillerdriedgrains
withsolubles(DDGS)thatbecanbesoldtolive-
stockoperations forfeed.Approximately 20per-
centofthebiomassfeedstockisresidualbiomass
when the MixAlco process is complete. The re-
sidualbiomasscanbeusedinternallytogeneratepowerandsteamforthefacilityoritcanbesoldto
coal-red power plants as a fuel source to reduce
sulfuremissions.
Net Energy Balance of MixAlco
ThenetenergybalanceofMixAlcoalcoholfuel
is dependent upon which feedstock isusedas a
fuelsource. Initial testing has shown ethanol
produced fromMixAlcohasa slightlyhigheren-
ergy content than corn-based ethanol. A gallonofgasolinecontainsapproximately125,000BTU/
gallon and corn-based ethanol contains 84,000
BTU/gallon (Holtzapple, 2004). The energy con-
tentofMixAlcoproducedethanolisapproximately
95,000BTU/gallon.Theenergycontentforthere-
sidual biomassbyproductis similartocoal.It is
substitutable for coal in co-ring energy produc-
tionfacilitiesandcanreducesulfur
emissions.
MixAlco Feedstock Requirements
Initial research into MixAlco
used sugarcane bagasse as feed-
stock as it is widely available
around the world. However, the
supplyof sugarcane in theUnited
Statesislimitedtothefourstates
producing sugarcane and is not
largeenoughtosupportlarge-scale
MixAlcoproduction.Theamountof
feedstockrequiredisdependentonthe desired output size for the fa-
cility.Thefeedstockisdecomposed
at the same rateforall cropsand
all plant sizes. The efciency of the
MixAlco process isalsostillunder
experimentation.Versiontwoofthe
MixAlco process has increased al-
coholyieldpertonofbiomassfrom
approximately90to100gallons/ton
inversiononeto130to140gallons/ton.However,
theethanolproducedfromversiontwohasalower
energycontentthanthealcoholproducedinver
sionone.
MixAlcofeedstockdemanddiffersfromethano
feedstockdemandasyear-roundsupplyisnotnec
essary. The MixAlco process only requires feed
stockinputonceayeartobuildthefuelpile.Thisisadvantageouswhencomparedtootherformsof
biomassenergyproduction.Biomasscanbeused
for other types of energy production (burning
digesting)butagain, havenot foundcommercia
success.
Economic Analysis
Asimulationmodelwasdevelopedfortwoal
ternativeMixAlcoplantsizes(44ton/hourand176
ton/hour)usingsweetsorghumasfeedstock.Forbothplants,economicfeasibilitywasexaminedfor
twoinitialinvestmentamounts(Baserepresent
ingtheexpectedcostsandBasePlus30percent
representingBasecostsplus30percent);withand
withoutincentives;andthreealternativeregions
inTexas(Panhandle,CentralTexas,andCoasta
Bend). A simplied diagram of the model and the
Figure 8: Diagram o the Simulation Model.
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alternative scenariosare presented inFigures 8
and9.
Common nancial statements for each alterna-
tivescenarioweredeveloped.Stochasticvariables
wereincorporatedintothemodeltocapturerisk.
Specic key output variables were calculated and
compared foreach alternative scenario from the
nancial statements.
Results
Key Output Variables
For all the scenarios analyzed, the projected -
nancialfeasibilityresultsshowapositivenetpres-
entvalue(NPV)overthe16yearplanninghorizon
withonlyasmallprobabilityofbeingnegative.
Netincomeisexpectedtoremainpositiveand
increaseslightlyforallscenarios.Theprobabilityofnegativenetincomeislessthan30percentin
the rst year for all scenarios and only 1 percent
thereafteryears2006to2019.Asexpected,netin-
comefortheBasePlus30initialinvestmentsce-
narioislowerinallcasesduetohigherdeprecia-
tioncostsandhighercapitalimprovementcosts.
Becausenet income remainspositive, ending
cashbalanceincreasesannually.Theprobabilityof
negative ending cash balance is less than ve per-
centin2005andlessthanonepercentfrom2006
to2019for all scenarios.Also,annualdividendspaidarepositiveforallscenarios.Real net worth
increases to 2014 and than attens out for all sce-
narios because of the increasing deation factor.
RealnetworthishighestinthePanhandleRegion
forthe 44ton/hourand 176 ton/hour production
facilitiesbecauseoftheadditionalinitialinvest-
mentcostsneededforwellsandwaterrights.For
the Plus30initial investmentscenario, real net
worthishigherforallscenariosasexpected.The
probabilityofrealnetworthbeingnegativeisless
thanonepercentforallscenarios
Community Impacts
The economic impacts of locating aMixAlco
productionfacilityinthePanhandle,CentralTex-
as,andCoastalBendRegionswereanalyzedusing
theRegional IndustryMultiplierSystem (RIMS)
and thesummation of the simulated discounted
wages,haulingcosts,propertytax,andadditional
farmerincomefrom2005to2019foreachregionTheRIMSmethodpresentsthedirectandindirect
benets to the community. The simulation results
representdirectimpactsfromtheMixAlcoproduc
tionfacility.
Theestimatedadditionalcapitalspendingwas
$50millionto$65millionforthe44ton/hourfacil-
itywithanadditionalhousehold income of$124
millionto$133million.Forthe176ton/hourpro
duction facility, the local economy would benet
from $407 million to $440 million in additiona
spendingand$72million to$78millioninadditionalhouseholdincome.Theseeconomicgainsfo
thelocaleconomyarequitelargeandindicatelo
catingaMixAlcoproductionfacilityintheregion
wouldhaveasubstantialandpositiveimpacton
thelocaleconomy.
Forthedirectimpacts,haulingrevenueswere
thelargestdirectcontributortotheregionrang-
ingfrom$42millionfora44ton/hourproduction
facilityto$190millionfora176ton/hourfacility.
Central
Panhandle
Coastal Bend
44 T/H
176 T/H
44 T/H
176 T/H
44 T/H
176 T/H
Base
Plus 30
Base
Plus 30
Base
Base
Plus 30
Plus 30
Base
Plus 30
Base
Plus 30
Incentive
No Incentive
Incentive
No Incentive
Incentive
No Incentive
Incentive
No Incentive
Incentive
No Incentive
Incentive
No Incentive
Location Plant Size InvestmentLevel
Local Incentive
Texas
Figure 9: Flow Chart o Alternative Scenarios.
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The summeddiscountedwageswere$12million
fora44ton/hourfacilityand$27.5millionfora
176ton/hourfacility.Farmersreceiveasubstan-
tialincreaseinadditionalrevenuewithahighof
$20millionforthe44ton/hourproductionfacility
to$65millionfora176ton/hourproductionfacil-
ity.Propertytaxrevenueforthelocalcommunity
variesandisdependentontheofferoftaxabate-ments.
Sensitivity Analysis
Elasticitiesforkeyinputvariableswereesti-
matedtodeterminewhichvariableshadthegreat-
esteffectonfeasibilityintermsofNPV.Fromthe
analysis,ethanolprice,ethanolyield,andhydro-
gen price arethe three variables with the high-
estelasticities.Aonepercentannualincreasein
ethanolpriceoryieldwouldincreaseNPVbysixtosevenpercentdependingontheplantsize.In
termsofcost,ifhydrogenpriceincreasesoneper-
cent each year,NPVwoulddecreaseby2.5 to3
percentfortheproductionfacility.Thecalculated
elasticitiesforallotherinputcostvariableswere
lessthan0.25percent.
Conclusions
Thepromisingresultsforproductionofethanol
fromtheMixAlcoprocessshouldbeviewedwithcaution.TheanalysisusestheEnergyInformation
Administrationslong-termforecastforwholesale
gasolinepricewherepricesareexpectedtocontin-
uallyincreasefrom2005to2019.Theuncertainty
intheworldoilmarketcausedbythecurrentwar
intheMiddleEastcoulddramaticallyaffectthe
feasibilityof aproduction facility.Theseoutside
factorscannotbecontrolled.
Also, the MixAlco process is still being rened
andtheproductiondatausedinthisanalysisare
primarily derived from small-scale pilot plants.Thesenumbers,suchasethanolyieldpertonof
feedstock, could vary in commercial conditions.
Morethanlikely,MixAlcowillfollowanadoption
curve for new technology where the process is ne
tuned over the rst few years before full efciency
canbereached.
Theresultsindicatethateithersizeplantwill
be protable given current assumptions. A positive
NPV is forecastedwith increasing networth for
a44ton/hourand176 ton/hourproductionfacil
ityinthePanhandle,CentralTexas,andCoasta
BendregionsofTexas.Potentialinvestorscanuse
the results todeterminethe location,plantsize
andkeyvariablesindecidingifaproductionfacil
ityshouldbeconstructed.
Furthermore,theresultsofthisstudyprovide
useful information to compare the risk and benetsbetweenthealternativeplantsizesandlocations.
Investingsubstantialamountsofmoneyinanew
technologyisariskydecision.Understandingand
incorporatingvariabilityintothemodelallowsfor
aprobabilisticanalysiswhereaprobabilityrange
canbeassignedforeachoutcome.Theprobabilis-
ticframework givesdecisionmakersmuchmore
informationthanadeterministicestimate.
Theresultsalsoshowtheadditionalbusiness
activityassociatedwithaMixAlcoproductionfa
cilitywouldincreasecapitalspendingandhouseholdincomeboostingthelocaleconomy.MixAlco
hasthepotentiallytobeafeasiblealternativeto
corn-based ethanol production offering substan
tialeconomicgainsforthecommunity.
Study Limitations
There are several limitations to this study
First,silage yieldsand silage priceswere inter
polatedfromhistoricalgrainyieldsandbudgets.
Thesenumbersareonlybestestimatesofwhattheexpected forageyieldandpricewouldbe.Actua
datafromexperimentalplotscollectedfromindi
vidualfarmerswouldgiveabetterrepresentation
oftheexpectedyieldandcostforsorghumsilage
Yieldisheavilydependentonweather,especially
for dry-land farming in the Panhandle, Centra
Texas,andCoastalBendregionsofTexas.
Second, this study assumed specically grow
ingsilageforenergyproduction.Sorghumsilage
isusedasfeedstockbecauseofitshighyieldchar
acteristics,lowcostsofproduction,andadaptabilitytobegrownindifferentclimates.A20percent
premiumwasincludedinthepricetoenticefarm-
erstoharvestsorghumforsilageratherthanfor
grainwhichmayormanynotbenecessary.How
ever, MixAlco would directly compete with the
dairyindustryforsorghumsilagewhichmayraise
priceshigherthanexpected.Thehighersorghum
silage price could dampen the nancial outlook for
MixAlco.
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Residual biomass, such as tree clippingsand
farmingresidues,arenotconsideredinthisstudy.
Agriculturalresiduescouldofferalowcostalter-
native to growing crops specically for energy con-
version.Studiesshowsorghumproducesoneton
ofresidualmatterforeverytonofgrainproduced.
Harvesting thesorghumforgrainandcollecting
theresidualbiomasscouldbeaviablealternative.TheabilityofMixAlcotoconvertanybiomassma-
terialtoalcoholfuelmakesitanattractivealter-
native forethanol production.Largeamounts of
available residual biomass represent a low cost
feedstocksourcethatcanbeusedforenergypro-
duction(Gallagher,et al.).
Third, electricity prices, natural gas prices,
steamprices,andlimepriceswerenotseparated
by region. The differences in price between re-
gionsmaybesmall,butforcompleteness,asepa-
ratepriceshouldbeusedineachregion.Also,thepricesareaveragepricesforTexas.Betterprices
maybeobtainedfromnegotiationswithproviders
ineachregion.
Fourth,locationincentivesmay be available
The location incentives used in this study were
generalizedforeachregionafterdiscussionwith
thelocalChamberofCommerceandEconomicDe
velopmentCorporations.Eachstatedthatthein
centives are project specic and negotiated on an
individualbasis.Theycouldnotprovideacomplete
and specic incentive package for a production facilitywithouttheproperinformationtoevaluate.
Lastly,thisstudyconsiderstheproductiono
ethanol on premise and shipping the nished fuel
to reneries for blending. Smaller acid production
facilities could ship acid to a centrally located
largehydrationfacility.Theremaybecostadvan-
tagestoshippingacidstoacentralhydrationfa-
cilitylocatedclosetoalargehydrogenproduction
facility. This would reduce the cost of hydrogen
andnegatetheproblemsassociatedwithshipping
ethanol.However, littledata isavailable on thepricingandshippingcostforacidsaswellasthe
costsforlarge-scaleproductionofhydrogen.
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