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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