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The Challenges and Opportunities of Designing Pioneer Catalytic Technologies for the Production of Sustainable Fuels and Chemicals from Biomass KAUST Future Fuels Workshop March 7, 2016 Prof. George W. Huber University of Wisconsin-Madison Chemical & Biological Engineering http://biofuels.che.wisc.edu/ 1

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  • The Challenges and Opportunities of Designing Pioneer Catalytic Technologies for the Production of Sustainable

    Fuels and Chemicals from Biomass

    KAUST Future Fuels WorkshopMarch 7, 2016

    Prof. George W. Huber University of Wisconsin-MadisonChemical & Biological Engineering

    http://biofuels.che.wisc.edu/1

    http://images.google.com/imgres?imgurl=http://physics.usc.edu/%7Ewiphys/conference/logo_doe.gif&imgrefurl=http://physics.usc.edu/%7Ewiphys/conference/conference_main.html&usg=__n9rcZAj-bgJuGlBx1ETgUrYaoH8=&h=480&w=480&sz=110&hl=en&start=1&sig2=rEh21lNt8oL8Q181JYUZqA&tbnid=eNwGoopXENjl8M:&tbnh=129&tbnw=129&prev=/images?q=Department+of+Energy&gbv=2&hl=en&sa=G&ei=wMclSuXWCoaaMr6zxJEFhttp://images.google.com/imgres?imgurl=http://physics.usc.edu/%7Ewiphys/conference/logo_doe.gif&imgrefurl=http://physics.usc.edu/%7Ewiphys/conference/conference_main.html&usg=__n9rcZAj-bgJuGlBx1ETgUrYaoH8=&h=480&w=480&sz=110&hl=en&start=1&sig2=rEh21lNt8oL8Q181JYUZqA&tbnid=eNwGoopXENjl8M:&tbnh=129&tbnw=129&prev=/images?q=Department+of+Energy&gbv=2&hl=en&sa=G&ei=wMclSuXWCoaaMr6zxJEF

  • The discovery of inexpensive oil revolutionized our world

    Aug. 27, 1859 “Colonel Edwin Drake” Strikes Oil for First Time in Titusville, PASee “The Prize” by Daniel Yergin for a history of oil production

    2

  • Cellulosic Biofuels are best technology option for decreasing petroleum usage and greenhouse gas emissions

    CCS =Carbon Capture and Storage

    Greenhouse Gas Emissions

  • The biomass conversion challenge

    O

    OH

    HOOH

    HOHO

    Biomass-derivedFeedstocksHigh functionalityLow Thermal Stability

    Liquid Fuel or Commodity ChemicalLow functionalityHigh Thermal Stability

    Selective conversion of a highly functionalized oxygenated molecule, into a flammable liquid product that fits into current infrastructure.

    Chemical Engineering Challenges• Economics• Low overall carbon yield• Low energy density feedstock (high oxygen content)• Distributed non-volatile feedstock• Separations of dilute mixtures• Unknown chemistry

    4

  • Integrated Biorefinery Program• Over $2 billion has been

    spent to develop 2ndgeneration biofuel technology in the past decade.

    • Goal is to help share cost for 1st generation plants in biomass reforming

    • Fund:• Pilot plants (up to $20

    million)• Demonstration Plants• Commercial plants (up to

    $500 million total)• Provides 20-50% funding

    from DOE 5

    http://images.google.com/imgres?imgurl=http://physics.usc.edu/%7Ewiphys/conference/logo_doe.gif&imgrefurl=http://physics.usc.edu/%7Ewiphys/conference/conference_main.html&usg=__n9rcZAj-bgJuGlBx1ETgUrYaoH8=&h=480&w=480&sz=110&hl=en&start=1&sig2=rEh21lNt8oL8Q181JYUZqA&tbnid=eNwGoopXENjl8M:&tbnh=129&tbnw=129&prev=/images?q=Department+of+Energy&gbv=2&hl=en&sa=G&ei=wMclSuXWCoaaMr6zxJEFhttp://images.google.com/imgres?imgurl=http://physics.usc.edu/%7Ewiphys/conference/logo_doe.gif&imgrefurl=http://physics.usc.edu/%7Ewiphys/conference/conference_main.html&usg=__n9rcZAj-bgJuGlBx1ETgUrYaoH8=&h=480&w=480&sz=110&hl=en&start=1&sig2=rEh21lNt8oL8Q181JYUZqA&tbnid=eNwGoopXENjl8M:&tbnh=129&tbnw=129&prev=/images?q=Department+of+Energy&gbv=2&hl=en&sa=G&ei=wMclSuXWCoaaMr6zxJEF

  • 2nd Generation Biofuel Companies have Struggled

    Stock Price KiOR

    Stock Price Amyris

    Stock Price GEVO

    6$95/barrel $94/barrel $94/barrel $93/barrel Average Oil Price

  • 7

    KiOR Columbus, MS Facility built in 2011-2012

  • KiOR• Technology to produce renewable transportation fuels from biomass by pyrolysis oil and

    hydrotreating.• 2007 - Founded• 2011 IPO raised $150 million (received $75 million loan from MS)

    – IPO documents claim they can produce 67 gallons of fuel per ton of biomass

    • 2011 groundbreaking of Columbus, MS demonstration plant with capacity of 13 million gallons/year

    • 2012 CEO claimed yields of 72 gallons per ton of biomass with potential to get 92 gallons per ton of biomass

    • 2012 Management claimed that Columbus, MS demonstration facility was online that was going to produce 0.5-1.0 million gallon in 2012

    • 2013 Management now says no biofuels have yet shipped but plant will produce 3-5 million gallons soon

    • 2013 Columbus facility output was 25% of capacity• 2014 CEO claim actual yields in Columbus facility in low 30 gallons per ton

    (whistleblower lawsuit claims 22 gallons per ton)• 2014 KiOR files for bankruptcy• Spent over $600 Million with $2 million in revenues

    8http://fortune.com/kior-vinod-khosla-clean-tech/

  • Challenges with Pioneer Process Plants

    • Rand Study, 1981 prepared for US DOE because of underestimate for costs for coal to liquids technologies in 70s.

    • Looked at 44 chemical process plants from 34 companies in chemical, oil, minerals and design

    • “The occurrence of cost misestimation and performance shortfalls does not surprise the few people who have experience with first of a kind technologies.”

    • Severe underestimation of capital is common in new technology• Performance problems are common in new technology• First generation plants will not have a high performance. Over 50

    percent of the plants failed to meet production goals in the 2nd six months after start up.

    E. W. Merrow, K. E. Phillips, C. W. Myers, Understanding Cost Growth and Performance Shortfalls in Pioneer Process Plants, Rand Corporation, 1981, Prepared for US Department of Energy, R-2569-DOE.

  • Conventional View of Estimating Project Costs

    10

    E. W. Merrow, K. E. Phillips, C. W. Myers, Understanding Cost Growth and Performance Shortfalls in Pioneer Process Plants, Rand Corporation, 1981, Prepared for US Department of Energy, R-2569-DOE.

  • Actual Views of Estimating Project Costs of Pioneer Plants

    11

    E. W. Merrow, K. E. Phillips, C. W. Myers, Understanding Cost Growth and Performance Shortfalls in Pioneer Process Plants, Rand Corporation, 1981, Prepared for US Department of Energy, R-2569-DOE.

  • Estimating Plant Performance

    12

    NEWSTEPS = Number of new process areasBALEQS = Percentage of Material Balances based on commercial dataWASTE = 0 or 5 factor of waste disposalSOLIDS = 0 or 1 1 for solids

    Every year Plant Performance increases by 20%Year 1 40%; Year 2 48%.... Year 6 100%

    If Plant Performance fails to reach 40% capacity after year 1 it is unlikely to achieve nameplate capacity without a significant capital investment.

    (Eq 1)

    E. W. Merrow, K. E. Phillips, C. W. Myers, Understanding Cost Growth and Performance Shortfalls in Pioneer Process Plants, Rand Corporation, 1981, Prepared for US Department of Energy, R-2569-DOE.

  • Correct Way to Estimate Economics for Pioneer Process Plants

    13

    MM Wright, JA Satrio, RC Brown, DE Daugaard, DD Hsu; Techno-Economic Analysis of Biomass Fast Pyrolysis to Transportation Fuels; NREL/TP-6A20-46586, November 2010

    Impossible to predict economics without a working prototype.

  • New Technologies in the Petrochemical Area do Make Money

    14McKinsey on Chemicals; Chemical innovation: An investment for the ages; M. Miremadi, C. Musso, J. Oxgaard.

    IRR = 8-12%

    IRR = 13-18%

    IRR = 20-25%

    IRR = 18-23%

  • Pyrolysis is Cheapest Biomass Conversion Technology

    • Pyrolysis is the cheapest technology to convert biomass into a liquid fuel.• Several companies are producing pyrolysis oils on commercial scale today.• Iowa State (Robert Brown), Conoco Phillips, and National Renewable

    Energy Laboratory concluded minimum cost of biofuel:– Hydrolysis $5-6/GGE > Gasification $4-5/GGE > Pyrolysis $2-3/GGE (GGE = gallons of

    gasoline energy equilvalence.)– (Study assumption: nth plant economics; 10% IRR; 2000 tons/day feedstock; Feedstock

    cost $75/ton; 100% equity financing.)

    • Challenges with pyrolysis technology:– Controlling the chemistry– Low quality fuel– Upgrading of pyrolysis vapors– Catalysts and reaction engineering– Hydrogen requirements for upgrading (Hydrogen is more expensive than actual pyrolysis

    oil)

    M. M. Wright, D. E. Daugaard, J. A. Satrio, R. C. Brown, Fuel 89 2010 S2-S10.R.H. Venderbosch, W. Prins (2010) Fast pyrolysis technology development. In: Biofuels, Bioproductsand Biorefining (p 178-208).

    Pyrolysis Oils

    http://www.btgworld.com/uploads/documents/Fast%20Pyrolysis%20Development_Venderbosch%20et%20al.%202010.pdf

  • ENSYN Commercial Fast Pyrolysis Plant

    Processes 100 metric ton of biomass/day.

    Plant located in Western Ontario.

    Formed joint venture with UOP to license technology

  • Bio-oil: Characterization C: 47.0%H: 8.2%O: 44.8%

    ElementalComposition

    pH: 2.75

    Acidity

    Solubility

    OakWood Bio-oil

    Water: 62%Methanol: 98%

    Toluene: 14%Diesel Fuel: 4%

    Ash: 0.03 wt%

    Non-Combustibles

    Viscometry

    Viscosity: ~150 cP

    S. Czernik, A. V. Bridgwater, Overview of applications of biomass fast pyrolysis oil. Energy Fuels 18, 590-598 (2004).

  • Bio-oil CompositionComponent Formula C # MW Carbon % overall wt%

    C5 sugars (xylose) C5H10O5 5 150 11.65 11.51%Acetic acid C2H4O2 2 60 9.73 9.61%

    Levoglucosan C6H10O5 6 162 7.17 6.37%Hydroxyacetaldehyde C2H4O2 2 60 6.17 6.10%

    2,5-dimethyl tetrahydrofuran

    C6H12O 6 100 2.49 1.37%

    Sorbitol C6H14O6 6 182 1.97 1.97%

    2-methyl tetrahydrofuran C5H10O 5 86 1.71 0.97%

    Hydroxyacetone C3H6O2 3 74 1.68 1.36%Catechol C6H6O2 6 110 1.07 0.65%

    Hexanoic acid C6H12O2 6 116 1.02 0.65%1-hydroxy-2-butanone C4H8O2 4 88 0.93 0.67%

    Cyclohexanol C6H12O 6 100 0.8 0.44%5-hydroxymethylfurfural C6H6O3 6 126 0.57 0.39%

    Furfural C5H4O2 5 96 0.54 0.34%

    Other Light Oxygenates - - - 2.94 2.24%49.00 45.00%

    Oxygenates / Sugars

    Carbon % Overall wt%Pyrolitic Lignin 51.00 30.00%Sugars/sorbitol 20.79 19.85%

    Oxygenates 28.21 25.15%Water/ash 0 25.00%

    Overall Composition

    • Carbon % values obtained from Kamala, Huber et. al (not yet published)

    • Weight % normalized based on typical bio-oil feedstock

    18

  • Bio-oil undergoes phase separation when heated

    1 day 5 day

    7 day•Bio-oil phase separates on accelerated aging (heated to 90oC)•A thick tarry phase is formed at the bottom and a less viscous top phase

  • Hydrodeoxygenation (HDO) of Biomass

    • Selective removal of oxygen (as H2O or CO2) from biomass derived feedstocks• Make targeted products (alkanes, alcohol, polyols, ethers) that fit into existing infrastructure

    • Process a range of biomass derived feedstocks (carbohydrates, pyrolysis oils, hydrolysis products)

    • Lots of water present (up to 95 wt% H2O)

    • Minimize hydrogen consumption

    • Design of Catalyst is crucial 20

  • Liquid Products produced from HDO of pyrolysis oils

    9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 240

    3

    6

    9

    12

    15350 oC

    Carb

    on (w

    t%)

    Carbon number

    Iso paraffins N-paraffins Cyclics Aromatics

    Time (hrs) Distribution of C (in terms of %) with time on stream (hrs)

    25 45 66 Overall

    Pressure 2030 2099 2158 -

    Organic phase 0.00 56.43 73.61 40.52

    Aqueous phase 0.70 5.70 4.16 3.32

    Gas phase 46.53 18.49 14.45 27.8

    Missing 52.77 19.37 7.79 28.3

    • Pyrolysis oil produced from pine wood

    • HDO in two stage reactor

    • Reactor plugs after 66 hr

    • Make C10-C24 cycloalkane

    • 73 % carbon yield at 66 hr

    • 41 % carbon overall (low yield)

    21

  • Current Technology for Hydrotreating

    • Catalyst deactivation

    • Shift to high boiling residual oil products

    • Extensive coke formation early

    • Gasoline and gas products favored over distillate-range fuels

    • Low value of residual oil?

    22

  • Renewable Aromatics from Catalytic Fast Pyrolysis (CFP) of Biomass

    IHS Chemical Week (http://www.chemweek.com)Biochemical startup announces para-xylene breakthroughDecember 5, 2012 | Rebecca CoonsAnellotech, a New York City-based start-up developing biobased routes to aromatics, says it has licensed technology from the University of Massachusetts-Amherst that will triple the para-xylene yields of its catalytic fast pyrolysis (CFP) technology.

    www.anellotech.com

    http://images.google.com/imgres?imgurl=http://physics.usc.edu/%7Ewiphys/conference/logo_doe.gif&imgrefurl=http://physics.usc.edu/%7Ewiphys/conference/conference_main.html&usg=__n9rcZAj-bgJuGlBx1ETgUrYaoH8=&h=480&w=480&sz=110&hl=en&start=1&sig2=rEh21lNt8oL8Q181JYUZqA&tbnid=eNwGoopXENjl8M:&tbnh=129&tbnw=129&prev=/images?q=Department+of+Energy&gbv=2&hl=en&sa=G&ei=wMclSuXWCoaaMr6zxJEFhttp://images.google.com/imgres?imgurl=http://physics.usc.edu/%7Ewiphys/conference/logo_doe.gif&imgrefurl=http://physics.usc.edu/%7Ewiphys/conference/conference_main.html&usg=__n9rcZAj-bgJuGlBx1ETgUrYaoH8=&h=480&w=480&sz=110&hl=en&start=1&sig2=rEh21lNt8oL8Q181JYUZqA&tbnid=eNwGoopXENjl8M:&tbnh=129&tbnw=129&prev=/images?q=Department+of+Energy&gbv=2&hl=en&sa=G&ei=wMclSuXWCoaaMr6zxJEF

  • Block Flow Diagram for Catalytic Fast Pyrolysis

    Torren R. Carlson, Yu-Ting Cheng, Jungho Jae and George W. Huber, Production of Green Aromatics and Olefins by Catalytic Fast Pyrolysis of Wood Sawdust, Energy and Environmental Science (2011) 4 145-161.

    All chemistry occurs in one single reactor.

  • Reactors for Catalytic Fast Pyrolysis

    Distributor Plate

    FreshCatalyst

    Spent catalyst to regenerator

    Products(to separation)

    Biomass from hopper

    Fluidization Gas

    Phenomena occurring in CFP1. Fluidization of particles2. Heat transfer to

    biomass particles3. Solid biomass pyrolysis4. Bubbles formation and

    growth5. Mass transfer between

    phases6. Reactions in gas phase7. Catalytic reactions

  • Feed:PineWoodSawdust

    Process Development Unit(Continual flow of catalyst and biomass on stream since April 2011)

    Raw Liquid Product (Contains aromatics and water)

    AromaticProducts

    GCMS of raw liquid only observe aromatics

    Catalytic Fast Pyrolysis:Process Development Unit

    26

  • CFP involves reactions in solid biomass, gas phase and inside catalyst

    Desired Chemistry:Pyrolysis (homogeneous)Dehydration (heterogeneous & homogeneous)Oligomerization & decarbonylation (heterogeneous)

    Undesired Chemistry:Homogeneous and Heterogeneous coke formation

  • Aromatic Yield Increases with Heating Rate

    Reaction Conditions: Temperature 600oC; ZSM-5; Feed: Glucose; Catalyst to Feed Ratio 19C6O6H12 → 12/22 C7H8 (63 % Yield) + 48/22 CO (36 % Yield) + 84/22 H2O

    0

    5

    10

    15

    20

    25

    30

    35

    40

    45

    1 10 100 1000Nominal heating rate (°C s-1)

    Carb

    on y

    ield

    (%)

    Aromatics Carbon monoxideCarbon dioxide coke

    Carlson, T.R.; Vispute, T.P.; and Huber, G.W.; Green Gasoline by Catalytic Fast Pyrolysis of Solid Biomass-derived Compounds, ChemSusChem, 1, 397-400 (2008).

    Selectivities (2)

    BenzeneBenzeneBenzeneBenzene

    TolueneTolueneTolueneToluene

    Xylenes, ethyl-benzeneXylenes, ethyl-benzeneXylenes, ethyl-benzeneXylenes, ethyl-benzene

    Methyl-ethyl-benzene, trimethyl-benzeneMethyl-ethyl-benzene, trimethyl-benzeneMethyl-ethyl-benzene, trimethyl-benzeneMethyl-ethyl-benzene, trimethyl-benzene

    IndanesIndanesIndanesIndanes

    NapthalenesNapthalenesNapthalenesNapthalenes

    CokeCokeCokeCoke

    Glucose

    Cellobiose

    Cellulose

    Xylitol

    Selectivity (%)

    12.9792209643

    12.9238172581

    11.0495115501

    11.5419684189

    21.5656347771

    22.0954515898

    20.3152491336

    19.733840689

    14.2728383261

    14.471321865

    15.8625765825

    16.9804699675

    3.2459675372

    3.2872082023

    4.0669216011

    4.7095296295

    4.2802810346

    4.8589898264

    5.5333155842

    6.9736185411

    43.6560573608

    42.3632112584

    43.1724255484

    40.060572754

    37.4990650292

    36.8036772439

    34.2557261186

    35.7290723283

    coke runs

    sample numberconditionpercent CC per mginitial carbonyield

    31000/400/2401.510.01510.020800646772.5938968248

    81000/500/2400.930.00930.020800646744.7101483755

    11000/600/2400.690.00690.020800646733.1720455689

    71000/700/2400.570.00570.020800646727.4029941656

    21000/800/2400.530.00530.020800646725.4799770312

    41/600/2400.810.00810.020800646738.9410969722

    55/600/2400.740.00740.020800646735.575816987

    650/600/2400.710.00710.020800646734.1335541362

    91000/600/240 cb0.630.00630.020973733130.0375711129

    101000/600/240 ce0.60.0060.020973733128.6072105837

    111000/600/240 xy0.790.00790.021066558637.5001923564

    zsm1010%1.30.0130.040232029832.3125630904

    zsm1120%3.450.03450.079195899243.5628616367

    zsm1230%50.050.119959014141.6809027509

    zsm1340%7.010.07010.159824578943.8605879409

    nap expw+cw+c+smassmass naparea outmass napyeildarea/mass in

    trc02p430.00E+000.000.50

    trc03p43400108.48122.041.36E+010.13900163037895868750.070.505680414488.880.11

    trc04p43800108.46122.791.43E+010.14689479087037492260.060.424790838547.10

    trc05p43800.00108.40125.121.67E+010.15265656128880826870.080.515817520584.34

    trc06p43400.00106.82124.481.77E+010.161238927710054117370.090.556235539714.900.520.0345821407

    0.470.0639582945

    0643520969

    0631511537

    0510842863

    0486061264

    0547373330

    GlucoseCellobioseCelluloseFurfural

    0000

    0000

    0000

    1001001000

    calibrations

    CO, CO2 calnew runs

    sample nameml dil CO (2%)mass COarea ion 28aveml dil CO (2%)mass CO (mg)sample namearea ion 28average

    0.50.012537279057370295260.50.01145trc20p131.94E+0719111082

    0.50.0125367799950.50.01145trc21p131.88E+07

    10.0254229618343232201.510.0229trc22p133.14E+0731386458

    10.0254416822010.0229trc23p133.14E+07

    2.50.0625185883937214797326.6666672.50.05725trc24p135.86E+0758254240

    2.50.06252225244392.50.05725trc25p135.79E+07

    2.50.06252359836041.50.03435trc26p134.29E+074.29E+07

    ml dil CO2mass CO2area ion 44ml dil CO2mass CO2sample namearea ion 44

    0.250.0198192783916144506394.66666710.0792272.15E+082.13E+08

    0.250.019812487524210.0792282.11E+08

    0.250.01981158600260.250.0198297.52E+077.41E+07

    0.50.0396299717644280786629.50.250.0198307.31E+07

    0.50.03962618556150.50.0396311.49E+081.49E+08

    10.0792328988971336992908.3333330.50.039632

    10.079236435107620.1584332.70E+082.75E+08

    10.079231763867820.1584342.80E+08

    2.50.19835302206699294033471

    2.50.19836285860243

    0.29740391560263391560263

    0.29741402403957

    ml dil CO (30%)

    0.250.085875trc01p15162725660167207264.5

    0.250.085875trc02p15171688869

    0.50.17175trc03p15257766352258659856

    0.50.17175trc14p15259553360

    10.3435trc04p15362769741357051579.5

    10.3435trc05p15351333418

    weight loss from the catalyst1.50.51525trc06p15457922351457922351

    1.50.51525trc07p15

    sample namecap+woolcap+wool+sampmass cat (mg)area of water (ion 18)20.687trc08p15516580296516580296

    trc01p10115.94127.2911.3522577183420.687trc09p15

    trc02p10113.03119.146.112151471972.50.85875trc10p15672955337

    trc03p10112.4116.754.352004747042.50.85875trc11p15672955337

    trc04p10114.71123.328.614048076170.10.03435trc12p158835577986344533

    trc05p10113.28126.1212.846122000890.10.03435trc13p1584333287

    trc06p10110.22116.436.213068243590.050.017175trc15p154686024544484281.5

    0.050.017175trc16p1542108318

    BTEXN calibration

    sample nameamount injectedarea benzavearea tolarea xylenearea napmass compound (mg)area/mass

    trc18p111ml758828916.43E+07632871695451977659937805570585216.02E+07552468490.002299689025000.99530327181.05092147391.2600810071

    trc19p111ml6430769252864152587994525.49E+070.002293997260001.07085174480.96275845241.1711674487

    trc20p111ml5264877847408007524383065.06E+070.002262191530001.03610794780.93671624021.0402665816

    trc21p112ml899543948.97E+07746847257221070575916934747661316.68E+07696558440.004189792335001.13609504771.11765507041.3461652909

    trc22p112ml8938962469736685736153287.25E+070.004184038320001.01553802820.96203137991.2331475654

    trc23p113ml1069412029.38E+078224462479928143.66666678609993383649081.66666677.69E+0775762728.66666670.00614349988833.33331.11916312271.06905019571.3900666981

    trc24p113ml8855088081070238832426667.68E+070.00613873777666.66671.08439070741.05609078811.1535400777

    trc25p113ml8604373076469569816046467.36E+070.00613600774333.33331.10888982511.03911151081.169210595

    trc26p115ml1219467841.24E+0810102264698884715.66666671070889351017699539.87E+0797766242.66666670.01107088935001.08487211481.02341714021.2353906167

    trc27p115ml10477015592162751982753129.72E+070.0198275312001.01129768480.94839665041.0781325751

    trc28p115ml146753075103468750999456129.74E+070.0199945612001.02602838791.0621964551.5065475907

    1.0625943531.02075866881.234883277

    nap cal

    sample namewt%/100 napmass injectedareaave area

    trc01p130.000140180.00011060221625232259571168533.3505748940.0745864372

    trc03p130.000140180.0001106022302001

    trc04p130.000140180.0001106022314189

    trc05p130.000851630.00067193611225104312395637

    trc06p130.000851630.000671936112540231

    trc07p130.0016860.0013302542158171421933061

    trc08p130.0016860.00133025422284408

    trc09p130.0040240.0031749364429838844784706.5

    trc10p130.0040240.00317493645271025

    trc11p130.0064320.0050748487262862471814150.5

    trc12p130.0064320.00507484870999677

    trc13p130.0146020.011520978139097037136441921

    trc14p130.0146020.011520978133786805

    trc15p130.0183510.014478939151977601167098089.33333328773638.8627270.1721960974

    trc16p130.0183510.014478939180617251

    trc17p130.0183510.014478939168699416

    trc18p130.0114780.009056142124649524121465509

    trc19p130.0114780.009056142118281494

    trc37p130.03550.0280095296386556293080559.50.0319051192

    trc38p130.03550.0280095289774563

    trc39p130.026890.021216212490559482490559489350770.17491597

    0

    furfural calibrationmass injectedareaarea ion 96

    trc12p430.00748502150.00590568194264560644336637.584889888598994.5

    trc13p430.00748502150.0059056819460276698709001

    trc14p430.0154291680.012173613686031887809099201865053417631800

    trc15p430.0154291680.01217361367578795316613066

    0

    0

    calibration

    0.789 mg injected

    cal numbermass benzarea benzarea/massmass tolarea tolarea/massmass naparea naparea/mass

    cal 10.020277324271624311969850177.29180.0091445113039141214258982930.74210.003597847591029521098852366.9757

    cal 20.003305915051965415281618071.87730.021460822053547910276200281.44340.010651512219676211472258555.1331

    cal 310778306404607802702198297390

    cal 1 (2)0.020277324508826512086829360.9110.0091445113352899714602094262.02170.003597846077729016892716185.2667

    cal 2 (2)0.003305913821150811558544545.97980.02146082077425189680091981.659580.010651512153861011410468948.0355

    cal 3 (2)10515788004042927802101963340

    aromatic cal plot

    225957144336637.58598994.5

    123956378090992017631800

    21933061

    44784706.5

    71814150.5

    136441921

    167098089.333333

    121465509

    293080559.5

    249055948

    napthalene

    furfural

    ion 96

    area

    mass (mg)

    calibration for aromatics

    0.000110602

    0.0059056819

    0.0059056819

    0.0006719361

    0.0121736136

    0.0121736136

    0.001330254

    0.003174936

    0.005074848

    0.011520978

    0.014478939

    0.009056142

    0.0280095

    0.02121621

    water calibration plot

    13.3612.879.048.31

    11.417.5610.7713.18

    6.736.694.84

    22-Sep

    mass of catalyst (mg)

    area of water peak

    adsorbed water calibration

    442535602

    667226283

    529216956

    234618817

    408440047

    325455039

    530515479

    230456933

    317698851

    398861672

    272114287

    gas cal plot

    167207264.5212704994

    25865985674149032

    357051579.5148774726

    86344533275404142.5

    44484281.5294033471

    391560263

    CO

    CO2

    area

    mass (mg)

    0.085875

    0.0792

    0.17175

    0.0198

    0.3435

    0.0396

    0.03435

    0.1584

    0.017175

    0.198

    0.297

    main

    sample namecapillary + wool (mg)capillary + wool + sample (mg)total sample mass catalyst and reactat (mg)mass of reactant (mg)mass of carbonmass of catalyst (mg)loss from cat (mg)comments

    trc06p07115.48124.128.641.73641900120.693962311120%physical mix

    trc07p07113.71123.039.323.75119129081.499168907940%mass glucose (july 10)mass catfraction glucose

    trc08p07114.63122.577.940.39519584510.15794057875%

    trc09p07108.97117.418.440.83895487850.335289504510%glucose/zsm 5%0.06901.31730.0498

    trc10p07115.01123.178.162.42984063170.971089247130%glucose/zsm 10%0.10310.93410.0994

    trc11p07111.21121.8710.662.14238733250.856208129320%glucose/zsm 20%0.13200.52480.2010

    trc12p07113.32121.468.140.40515040030.16191893085%glucose/zsm 30%0.20740.48910.2978

    trc13p07111.67119.798.120.40415494480.16152109565%glucose/zsm 40%0.25880.38420.4025

    trc01p09113.58122.528.940.88865599690.3551526268mass glucose (july 25)

    trc02p09112.79121.99.110.90555437720.36190608835%0.05471.01280.0512

    trc03p09115.51124.028.510.84591303510.338070341610%0.09890.86320.1028

    trc04p09112.12121.869.740.96817778630.3869336224aug 10 glucose

    trc05p09110.14120.2410.11.00396259160.40123507055%0.0000

    trc06p09113.93122.898.960.89064404170.355947151610%0.09180.81990.1007

    trc02p17106.36116.8710.514.23015241061.69058639729/18/07

    trc03p17106.21114.748.530.43708758780.1746826735%

    trc04p17104.37115.0510.680.54725620610.218711717234.83597.520.0551

    trc05p17106.94116.639.690.49652740050.19843787839/22/07

    trc06p17107.31118.5911.281.15953850950.463411206329.61558.140.0504

    trc07p170009/23/2007 G1

    trc08p1700046.71880.410.0504

    trc09p17108.54117.949.40.48166744730.1924990779/23/2007 G20.0000

    trc10p17107.72120.2212.50.64051522250.255982815153.52991.750.0512

    trc11p17108.78119.8911.110.56928992970.22751752619/24/2007 G3 p350.0000

    trc12p17108.47118.29.730.97972359330.391547920539.98758.360.0501

    trc13p17109.58119.8210.241.03107601180.41207098739/27/2007 G4 p35

    trc15p17109.22119.6310.411.04819348470.418912009539.7721.960.0521

    trc16p17106.84116.399.550.96159921030.38430448529/29/2007 G5 p350.0000

    trc01p19107.39118.6311.241.13176702860.452312294668.861264.480.0516

    trc02p19104.31116.1411.831.19117472850.4760546669/30/2007 G6 p350.0000

    trc03p19106.82118.1311.311.13881539980.455129186136.38630.050.0546

    trc04p19109.56121.9712.411.24957551830.49939462429/30/2007 G7 p350.0000

    trc05p19108.7119.4110.711.07840078970.430984401772.47646.240.1008

    trc06p19107.8120.112.31.23849950640.49496808049/30/2007 G1 p390.0000

    000156.46589.880.2096

    NEW RUNS (9-18-2007)0009/30/2007 G2 p390.0000

    trc01p33106.27117.0110.740.59156195150.236418571163.58388.90.2961

    trc02p33106.29117.2810.990.60533201550.24192179669/30/2007 G3 p390.0000

    trc03p33108.4121.1912.790.70447647660.2815450208202.06301.610.4012

    trc04p33106.89119.3212.430.68464758440.27362037610/01/2007 xy1 p390.0000

    trc05p33108.13119.5211.390.6273641180.2507269576area water42.72797.760.0508

    trc06p33105.69119.0513.360.73587222270.2940923752442535602water cal 110/01/2007 c1 p390.0000

    trc07p33108.91120.3211.410.62846572310.2511672156408440047water cal 29/18/0738.79720.440.0511

    trc08p33105.35112.086.730.37069012410.1481468327317698851water cal 310/01/2007 g4 p390.0000

    trc09p33106.83119.712.870.70888289710.283306053667226283water cal 1 fresh vacuum 9-1930.11546.80.0522

    trc10p33106.79114.357.560.41640673680.166417541632545503910/01/2007 g5 p390.0000

    trc11p33105.46112.156.690.36848691390.147266316639886167249.5907.680.0517

    trc12p33107.48116.529.040.49792551590.198996637152921695610/01/2007 cb1 p390.0000

    trc13p33108.96119.7310.770.59321435910.237078958153051547943.62769.420.0537

    trc14p33108.46113.34.840.26658843990.106542447327211428710/08/2007 p39n10.0000

    trc15p33107.11115.428.310.45771692890.1829272184234618817water cal 19/22/0743.21312.660.0319

    trc16p33107.63116.568.930.49186668780.1965752178water cal 210/08/2007 p39f10.0000

    trc17p33105.04118.2213.180.72595777650.2901300527230456933water cal 381.391294.780.0591

    trc18p33104.56113.418.850.44585027650.178184693910/08/2007 p39n20.0000

    trc19p33104.21117.6813.470.67859923440.271203144330.881239.160.0243

    trc20p33106.26117.5911.330.5707891110.22811667610/10/2007 p39g70.0000

    trc01p35107.81116.078.260.41615389590.16631649349/23/0755.711033.770.0511

    trc02p35104.44113.789.340.47056626970.188062475610/12/2007 p39g80.0000

    trc03p35107.95116.138.180.41212334970.164705679944.9862.70.0495

    trc04p35106.73117.8411.110.55974210460.2237017242silicalite0.0000

    trc05p35106.89118.3411.450.5768719260.230547681615.8233.060.0635

    trc06p35106.62118.6111.990.61391296030.2453511834sio2al2o30.0000

    trc07p35105.74117.5611.820.60520860640.24187247656.911059.170.0510

    trc08p35106.85116.239.380.47258154280.188867882441688491water cal 14444402.02558635beta0.0000

    trc09p35106.92112.785.860.29523750970.117992088640690220water cal 26943723.5494880645.52844.530.0511

    trc10p35105.14113.948.80.44336008280.177189484583209323water cal 39/24/079455604.886363640.0000

    trc11p35105.45115.8410.390.52346718870.209204402875201029water cal 4(sealed after calcination 0n 9-23-07)7237827.622714150.0000

    trc13p35106.92119.4812.560.63279575460.252897718898102403water cal 17810700.875796180.0000

    trc12p35105.7117.411.70.59906435660.2394169179g20.0000

    trc14p35107.9119.1511.250.56338777960.2251587234g30.0000

    trc15p35107.72119.5811.860.5939359170.2373673298g30.0000

    trc16p35107.77117.9410.170.50930255280.2035434860.0000

    trc17p35106.11116.099.980.49978755920.19974080530.0000

    trc18p35106.21115.839.620.50142320720.2003944944g49/27/070.0000

    trc19p35104.54113.098.550.44565160310.1781052938g40.0000

    trc20p35103.99113.619.620.50142320720.2003944944g4

    trc21p35106.17115.128.950.46650080090.1864377052g4

    trc22p35106.75117.210.450.54468529270.217684248water cal 1

    trc23p35105.41116.410.990.57283170970.2289330034g49/29/07

    trc24p35107.27118.5411.270.58203623980.2326116069g5

    trc25p35105.45113.958.50.43898030510.1754391002g5

    trc26p35105.83115.59.670.4994046530.1995877763g5

    000

    000

    000

    trc27p35106.54115.749.20.47513162430.1898870261g5

    trc28p35106.9116.379.470.48907570460.1954597975g5

    trc29p35106.47115.418.940.46170399150.1845206536g5

    trc30p35105.93115.199.260.47823030880.1911254197g5

    trc01p37105.27113.137.860.40592767040.1622295679g5

    trc02p37106.84114.797.950.41057569710.1640871584g5

    trc03p37100.91111.3710.460.5402039990.2158932927g5

    trc04p37104.43115.6311.20.57842110790.2311668143water cal 1

    trc05p37106.96116.549.580.5229662530.2090042031water cal 19/30/07

    trc06p37106.91117.1210.210.55735756190.2227487384g6

    trc07p37106.89116.9810.090.55080683640.2201307317g6

    trc08p37105.83115.149.310.50822712060.203113688g6

    trc09p37106115.789.790.53443002270.2135857149g6

    trc10p37106.64116.569.920.5415266420.2164218888water cal 2

    trc11p37105.27112.26.930.69877572320.2792667066g7

    trc12p37106.39111.575.181.08591633840.4339880014g1

    trc13p37106.21112.025.811.72024290470.6874975113g2

    trc14p37105.74110.815.072.03395913990.8128746486g3

    trc15p37105.84117.4311.590.58909765850.2323092968xy1

    trc16p37105.8114.78.90.45237007420.1783910907xy1

    trc17p37103.55114.7411.190.56876641920.2242917197xy1

    trc18p37106.14117.4911.350.57988554190.2439483437c1

    trc19p37106.74117.6810.940.55893813470.2351361128c1

    trc20p37104.37116.9712.60.6576173060.262817687p39g4

    trc21p37106.58117.611.020.57515418350.2298611834p39g4

    trc22p37107.83119.6411.810.61638574470.2463394352p39g4

    trc23p37106.09116.8410.750.55592991910.2221781789g5

    trc24p37105.53115.8110.280.53162414590.2124643423g5

    trc25p37107.17118.1210.950.56627280140.2263117264g5

    trc26p37104.85116.4711.620.60092145680.2401591106g5

    trc27p37105.59118.2312.640.65367015610.2612402029g5

    trc28p37106.56118.6912.130.62729580640.2506996568

    trc29p37105.63116.0210.390.53731273110.2147377934

    trc30p37108.82121.1212.300.63608725630.2542131721

    trc31p37104.35116.4712.120.62677866230.2504929794

    trc32p37104.52116.0111.490.59419858330.2374723047

    trc01p41105.6116.5810.980.56782423370.2269317586

    trc02p41109.09120.6611.570.62073624910.2611335667

    trc03p41104.9116.8511.950.6411234380.2697101229

    trc05p41105.58114.018.430.26859410260.2514729837n1

    trc06p41104.26112.978.710.27751537770.2598255857n1

    trc07p41105.25113.868.610.2743292080.2568425136n1

    trc08p41106.83117.1110.280.60798389730.3796735412f1

    trc09p41105.68115.9710.290.60857532140.3800428735f1

    trc10p41106.68113.77.020.17068564770.159805553

    trc11p41106.83115.478.640.21007464330.1966837575

    trc13p41105.85115.8510.000.51134486180.2043596976g7

    trc14p41106.26117.3411.080.56657010680.226430545g7

    trc15p41105.96115.569.600.49089106730.1961853097g7

    trc18p41104.41114.7710.360.52975327680.2117166468

    trc19p41107.65117.359.700.49600451590.1982289067

    trc20p41105.47116.410.930.54071947990.2160993054

    trc21p41106.78117.210.420.51548920230.2060159892

    trc22p41108.27118.269.990.49421661520.1975143697

    trc07p43106.99117.7310.740.68187736080.2725132522

    trc08p43107.91120.0712.160.77203246810.3085438684

    trc09p43105.49118.5613.070.66645195680.2663484677area of ion 28 (carbon monoxide)mass of CO (mg)percent yeild (mass CO/mass xylitol)mass carboncarbon yeild %selectivityarea of aromatics all peaks after 4 min except 7.56 (furfural)mass of aromatics (mg)mass carbon (mg)carbon yield %selectivitytotal carbon percentcomments

    trc10p43108.68123.0414.360.73223030610.292636878

    trc11p43110.01121110.56410943210.2254471328

    xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1xsa1

    xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10xsa10

    xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100xsa100

    xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000xsa1000

    Reaction time plot (600)

    111

    333

    555

    101010

    303030

    606060

    120120120

    240240240

    Aromatics

    Carbon Monoxide

    Carbon Dioxide

    t / s

    Carbon yield (%)

    2.8869243581

    7.8953494628

    6.7925233424

    12.6063503672

    9.803141366

    8.4280412004

    17.1044315609

    11.1373168179

    9.682680622

    21.3255676372

    10.8356007564

    8.919867692

    25.7107152741

    13.3695544625

    10.8280696993

    27.7596010456

    14.1364086955

    11.6572795157

    28.9295287882

    14.6218210685

    11.6833173964

    31.3826941419

    15.2908075456

    12.6218920059

    Percentage plot

    55555

    1010101010

    2020202020

    3030303030

    4040404040

    Aromatics

    Carbon Monoxide

    Carbon Dioxide

    Oxygenates

    coke

    Glucose (%)

    Carbon Yield (%)

    31.3826941419

    15.2908075456

    12.6218920059

    0

    33.1720455689

    27.1751449508

    13.5553158551

    11.0338284337

    1.1730979757

    32.3125630904

    22.8546203764

    11.4133152209

    9.3425622504

    3.4674435619

    43.5628616367

    16.5454626954

    8.7303691642

    7.2795637247

    8.6050250628

    41.6809027509

    13.2399004427

    7.0533624196

    6.2552176745

    10.257665918

    43.8605879409

    Percentage plot (2)

    555555

    101010101010

    202020202020

    303030303030

    404040404040

    Aromatics

    Carbon Monoxide

    Carbon Dioxide

    C3 Oxygenates

    coke

    C5 oxygenates

    Glucose (%)

    Carbon Yield (%)

    31.3826941419

    15.2908075456

    12.6218920059

    0

    33.1720455689

    0

    27.1751449508

    13.5553158551

    11.0338284337

    1.1730979757

    32.3125630904

    0

    22.8546203764

    11.4133152209

    9.3425622504

    2.4247550677

    43.5628616367

    1.0426884942

    16.5454626954

    8.7303691642

    7.2795637247

    2.2698588765

    41.6809027509

    6.3351661863

    13.2399004427

    7.0533624196

    6.2552176745

    2.1332549078

    43.8605879409

    8.1244110102

    Selectivities

    Benzene12.923817258111.049511550111.5419684189

    Toluene22.095451589820.315249133619.733840689

    Xylenes, ethyl-benzene14.47132186515.862576582516.9804699675

    Methyl-ethyl-benzene, trimethyl-benzene3.28720820234.06692160114.7095296295

    Indanes4.85898982645.53331558426.9736185411

    Napthalenes42.363211258443.172425548440.060572754

    b)

    Glucose

    Cellobiose

    Cellulose

    Xylitol

    Selectivity (%)

    11.2849327983

    18.2680737143

    12.485200852

    3.3831827197

    8.320080819

    46.2585290967

    feed comparison

    XylitolXylitolXylitolXylitol

    GlucoseGlucoseGlucoseGlucose

    CellobioseCellobioseCellobioseCellobiose

    CelluloseCelluloseCelluloseCellulose

    a)

    Aromatics

    CO2

    CO

    coke

    Carbon yield (%)

    47.4867980788

    7.2005721062

    12.7695211799

    37.5001923564

    31.3826941419

    12.6218920059

    15.2908075456

    35.575816987

    28.1808120589

    10.3637902859

    13.0335056327

    30.0375711129

    31.0902547732

    8.6010430382

    15.2122322168

    28.6072105837

    Temperature plot

    400400400400

    500500500500

    600600600600

    700700700700

    800800800800

    Aromatics

    Carbon monoxide

    Carbon dioxide

    coke

    T/°C

    Carbon yield (%)

    8.1963868745

    7.4015742412

    6.7388391689

    72.5938968248

    19.190131076

    10.1574227985

    9.1069020058

    44.7101483755

    31.3826941419

    15.2908075456

    12.6218920059

    33.1720455689

    26.1277666136

    10.3620419643

    7.7983033485

    27.4029941656

    26.0483230109

    11.760267854

    8.4313490384

    25.4799770312

    heating rate

    1111

    5555

    50505050

    1000100010001000

    Aromatics

    Carbon monoxide

    Carbon dioxide

    coke

    Nominal heating rate (°C s-1)

    Carbon yield (%)

    14.8556099406

    8.9710840324

    6.611488372

    38.9410969722

    23.6266449035

    10.4602482553

    8.5466103949

    35.575816987

    29.3530728097

    13.3430477586

    11.9569584425

    34.1335541362

    31.3826941419

    15.2908075456

    12.6218920059

    33.1720455689

    catalyst comparison

    ZSM-5ZSM-5ZSM-5ZSM-5

    SilicaliteSilicaliteSilicaliteSilicalite

    Amorphous silica-aluminaAmorphous silica-aluminaAmorphous silica-aluminaAmorphous silica-alumina

    β-zeoliteβ-zeoliteβ-zeoliteβ-zeolite

    Aromatics

    CO2

    CO

    dehydration porducts

    Carbon yield (%)

    31.3826941419

    12.6218920059

    15.2908075456

    0

    6.5193290323

    5.6326912099

    6.1468432975

    12.3029162134

    0.5562347567

    4.5340802887

    4.2824652518

    1.4797633829

    4.2679122229

    10.5422704206

    7.7609171797

    1.1018939417

    aromatic breakdown

    Reaction time (10% Glucose on ZSM-5)

    old cal

    sample nameReaction time (600C)initial mass of carbonarea benzenemass carboncarbon yieldselectivity (just aro)area toluenemass carboncarbon yieldselectivityarea xylenes, ethylbenzmass carboncarbon yieldselecarea methy-ethyl-benz, trimeth-benzmass carboncarbon yieldselecarea indanesmass carboncarbon yieldselecarea napthalenesmass carboncarbon yieldsecltotal areatotal aromatic yieldtotal carbon yieldarea ion 44 (CO2)mass Carboncarbon yieldarea ion 28 (CO)mass carboncarbon yieldarea ion 18coke

    trc01p090.50.3551526268000000000000000000004.9612472703-2.98E-03-0.8390758720.02065.8003231423Benzene

    trc02p0910.36190608838.92E+060.00067075120.185338478524.3079750934.70E+060.00034943610.09655437112.66354004524.54E+060.00033503060.092573900712.14148346723.23E+060.00023822850.06582604538.63338192755.50E+060.00041038850.113396417114.87245014489.89E+060.00075555260.208770341527.3811693222367802380.762459554112.46836291657.35E+071.21E-023.3548842578.31E+070.03022284668.3510191054417724088TolueneXylitolGlucoseCellobioseCelluloseFurfural35.575816987sample numberconditionpercent CC per mginitial carbonyield

    trc03p0930.33807034163.17E+070.00238549240.705620135312.429379076.01E+070.00446740671.321442953323.27699361955.79E+070.00427457741.264404729322.27227497281.97E+070.00145410410.43011879837.57646972153.18E+070.00237128140.701416572512.35533402495.55E+070.00423950791.254031289722.08954859132567180105.677034478427.55323648041.07E+082.56E-027.56778191921.22E+080.048372524614.3084200828449697493Xylenes, ethyl-benzeneAromatics47.486798078831.382694141928.180812058931.090254773222.034971911630.037571112931000/400/2401.510.01510.020800646772.5938968248

    trc04p0950.38693362246.99E+070.00525937811.359245563911.24259665911.31E+080.00973405282.515690611820.80778898121.18E+080.00869408742.246919587218.58472914333.34E+070.00246128770.63610074455.26131870146.52E+070.00486196711.256537777410.3930796562.06E+080.01577003984.075644720733.710486858962364236812.090139005641.30273025141.36E+084.06E-0210.50037987311.58E+080.072403837318.7122113727528616008Methyl-ethyl-benzene, trimethyl-benzeneCO27.200572106212.621892005910.36379028598.60104303824.848441137328.607210583781000/500/2400.930.00930.020800646744.7101483755

    trc05p09100.40123507051.01E+080.00758254111.889800188811.3883651331.75E+080.01300092163.240225629119.5263355331.39E+080.01024804562.554125084215.39173782833.69E+070.00272462980.67906073994.09217424127.77E+070.00579286911.44375940858.70042208963.57E+080.02723246466.787159597340.90096517588563624716.594130647846.14018957961.37E+084.09E-0210.18463951991.64E+080.077684804819.3614194119484902074IndanesCO12.769521179915.290807545613.033505632715.212232216810.73631952437.500192356411000/600/2400.690.00690.020800646733.1720455689

    trc06p09300.35594715161.17E+080.00882135252.478275894811.8789929121.91E+080.01422315143.9958604319.15315313551.38E+080.01014623422.850488945313.66310266233.46E+070.00255504280.71781522263.44066694088.05E+070.00600037481.68574878098.0802132894.26E+080.03251394819.134487496943.783871060398679176920.862676770450.3311843061.26E+083.49E-029.80200859621.55E+080.070002342819.6664989393456334000Napthalenescoke37.500192356435.57581698730.037571112928.607210583771000/700/2400.570.00570.020800646727.4029941656

    trc09p07600.33528950451.43E+080.01078291533.216001434712.2362058512.29E+080.01702272865.077024003719.31700345331.55E+080.01140172893.400562414112.93842137623.87E+070.00285516710.85155278473.23997839519.41E+070.00702156022.09417834567.96790606145.11E+080.039038929311.643349630744.300484863117071457626.282668613558.92227638941.31E+083.75E-0211.19475335241.57E+080.071902346121.4448544235190010453CokeOther32.543108635140.704606306748.421892022545.096469971762.380267427121000/800/2400.530.00530.020800646725.4799770312

    trc13p17900.41207098731.84E+080.01387273573.366588795212.60337621412.78E+080.02065500955.012488165518.76506991541.92E+080.01418499453.442366712412.88706325064.96E+070.00365595030.88721371233.32142975521.26E+080.00939558822.28008970828.53588903866.32E+080.048307304711.72305407843.8871718261146238261226.711801171766.40702265641.60E+085.53E-0213.4139256421.98E+080.108297595226.2812958427sum104.957083721394.871210680381.615679090483.510740611941/600/2400.810.00810.020800646738.9410969722

    trc12p171200.39154792051.86E+080.01398174293.570889318112.44016873942.83E+080.02101831515.368005795618.70091507792.03E+080.01496637733.822361593413.31624112885.13E+070.00378303390.96617391733.36593086241.19E+080.00888540422.26930185067.90573311766.51E+080.049757033612.707776225444.2710110738149316925028.704508700471.61171251021.63E+085.74E-0214.65891848392.00E+080.110605573828.2482853259CO255/600/2400.740.00740.020800646735.575816987

    trc15p171800.41891200951.74E+080.01305822553.117176221512.03171359472.69E+080.01998151334.769859273318.4107591571.95E+080.01442174973.442667992813.28805057775.15E+070.00380241630.90768854093.50350695051.11E+080.00829131241.97924916037.63952928456.41E+080.048976501411.691357675645.1264404356144164838725.907998864464.50081396731.59E+085.46E-0213.03703054951.97E+080.107056250625.5557845534selec35.729072328337.499065029236.803677243934.2557261186650/600/2400.710.00710.020800646734.1335541362

    trc16p171800.38430448521.54E+080.01160956713.020929386612.11399701022.40E+080.01786360244.648294020318.63976699161.76E+080.01298061923.377691319613.5446206484.91E+070.00362213840.94251786083.77951851441.01E+080.00753957841.96187625627.86716935785.53E+080.042220469210.986202566544.054927478127340500624.9375114158.43753081291.42E+084.38E-0211.38976894131.73E+080.084970684222.110250461591000/600/240 cb0.630.00630.020973733130.0375711129

    reaction time (400C)00000000000000-2.98E-0300.02060101000/600/240 ce0.60.0060.020973733128.6072105837

    trc03p1950.45512918618.05E+050.00006053390.01330037198.16E+050.00006071970.01334119375.86E+050.00004327010.00950721223.52E+050.00002597060.00570619490.00E+00000.00E+00000.041854972613.5694912219.72E+072.12E-024.66135561791.07E+080.04035303098.8662806304111000/600/240 xy0.790.00790.021066558637.5001923564

    trc01p19100.45231229461.66E+070.0012470680.27570951776.66E+060.00049519160.10948001175.66E+060.00041791920.09239616131.81E+060.00013372690.02956517041.03E+060.00007698880.01702116040.00E+00000.524172021421.24382187271.27E+083.53E-027.8144844191.38E+080.058371649912.9051654324

    trc02p19300.4760546663.45E+070.00259275760.54463442184.51E+070.00335477290.70470328284.30E+070.00317213920.66633926311.22E+070.00090150040.18936910091.14E+070.00084844720.17822474610.00E+00002.283270814634.72266955931.70E+086.23E-0213.07767803241.81E+080.092172374919.3617207123zsm100.11.30.0130.040232029832.3125630904

    trc06p19600.49496808041.38E+080.01035541142.09213720721.07E+080.00795184671.60653727688.37E+070.00617590411.24773786252.48E+070.00182890190.36949896542.84E+070.00211970030.4282498933.80E+070.00290067450.58603262826.330193833150.84155513362.08E+089.09E-0218.37205767622.18E+080.129381209426.1393036242zsm200.23.450.03450.079195899243.5628616367

    trc04p19900.49939462421.22E+080.00921288661.84481092871.54E+080.01147505572.29779320571.23E+080.00904456841.81110648113.03E+070.00223535370.44761269773.39E+070.00253182080.50697799227.83E+070.00598005911.19746165238.105762957649.33982204872.09E+089.15E-0218.32036338462.04E+080.114429764622.9136957064zsm300.350.050.119959014141.6809027509

    trc05p191800.43098440178.55E+070.00643123281.49221938571.25E+080.00932445182.16352420471307458190.00964678222.238313525648530230.00478503241.1102565239273614370.00204068160.4734931545979368760.00748018351.73560423789.213411031545.67060694081720086576.34E-0214.70512257191828344160.093748043121.7520733374zsm400.47.010.07010.159824578943.8605879409

    -2.98E-030.0206

    percentage glucose000000-2.98E-030.0206total

    trc12p075000000-2.98E-030.0206

    trc13p075000000-2.98E-030.0206

    trc08p0750.15794057877.46E+070.0056143433.554718510711.83671042781.27E+080.00944631755.980931288719.91565620138.35E+070.00615959123.899942120812.98625627581.90E+070.0014047040.88938763462.96153516985.01E+070.0037373092.36627536017.87936264032.76E+080.02106935113.34004924244.420479284963012650030.031304156960.33687803247.68E+071.33E-028.3906336189.45E+070.034612583521.91494025751825071511957699638.11E-0234.28496522472502044390.168741707671.3741339455643520969Compositionheating ratereaction temperaturereaction timearomatic yieldoxygenate yieldCO2 yieldCO yieldcoke yieldtotal carbonunidentified

    trc09p07100.33528950451.27E+080.01028231273.066696845611.28493279832.07E+080.01664503014.964375511618.26807371431.43E+080.01137594183.392871428912.4852008523.87E+070.00308260080.9193848083.38318271979.41E+070.00758087572.26099402268.3200808195.11E+080.042148647912.570822334146.2585290967112066012927.175144950859.81475272671.31E+083.75E-0211.19475335241.57E+080.071902346121.44485442351900104531813201547.01E-0228.95920859572469513450.164526042668.00794509546315115375% glucose100060024031.4

  • P-xylene selectivity can be enhanced by modifying the catalyst

    Overall p-Xylene carbon selectivity (left axis) and xylenes distribution (right axis) obtained from the conversion of 2MF + propylene over various ZSM-5 catalysts (*modified catalyst)

    Y. Cheng, Z. Wang, C. Gilbert, W. Fan, and G. W. Huber, Production of p-Xylene from Biomass by Catalytic Fast Pyrolysis Using ZSM-5 Catalyst with Reduced Pore-opening Size, Angew. Chem. Int. Edit, (2012), 51, 11097-11100.

    • Modification of ZSM5 catalyst increases p-xylene distribution from 33% to 95%.

    • Aromatic selectivity can be tuned to produce targeted aromatics.

    • Ratio of p-xylene, m-xylene, and o-xylene can be adjusted.

  • Pilot Plant being built for CFP Technology

    www.anellotech.com

  • INTEGRATED CATALYTIC PROCESS TO PRODUCE RENEWABLE DISTILLATE FUELS FROM BIOMASS

  • 32CBE 562 Lecture 1

  • Convert 80% carbon present in the biomass to C8+ alkanes using stable, catalytic processes with residence times below 1 hour

    Project Goal and Key Technical Challenges

    33

    COH2

    Project Goal

    Gasification

    Hydrolysis Catalytic Conversion

    Fischer-Tropsch Synthesis

    Breakdown of Biomass Polymers C-C Bond Formation

    Cellulose

    Hemicellulose

    Sugars

    C8+ Alkanes1

    Syn-gas

    +Lignin

    2Chevron, Typical carbon number distribution- No. 2-D Diesel Fuel

  • Reaction Chemistry

    Cellulose

    Hemicellulose

  • Petroleum derived feedstock made from biomass

    •Red and Blue process optimized for tridecane production.•Red process optimized for production of a petroleum refinery feedstock: mixture of C7-C30 mostly cyclic alkanes.•Red is a high quality petroleum feedstock similar to heavy cycle oil (HCO) or light cycle oil (LCO).

    H. Olcay, A. V. Subrahmanyam, R. Xing, J. Lajoie, J. A. Dumesic, G. W. Huber; Production of Renewable Petroleum Refinery Diesel and Jet Fuel Feedstocks from Hemicellulose Sugar Streams; Energy and Environmental Science, (2013) 6 (1), 205-216.

    35

  • Sankey Diagram for Carbon Yields and Capital Costs

    H2

    Hemicellulose

    C5 Humins

    Formic AcidCO2

    Acetone

    HMF

    Acetic Acid

    Lignin + C6 Humins

    Maple Wood

    Pretreatment

    Furfural Purification

    Aldol Condensation Dimer

    Hydrogenation

    Hydrodeoxygenation

    Cellulose Deconstruction

    LA Hydrogenation DecarboxylationOligomerization

    AlkeneHydrogenation

    GVL Purification

    LA Extraction

    Biphasic Dehydration

    Cellulose + Lignin

    Dehydrated Products

    Dehydrated Products

    LA GVL GVL Butene C8+ Oligomers Hydrocarbons

    Furfural Dimer H-Dimer Hydrocarbons

    Process Heat (98 MW)

    Combustor + Boiler

    H2

    H2H2

    0-25% carbon

    26-50% carbon

    51-75% carbon

    76-100% carbon

    Height of the box corresponds to estimated fixed cost of the unit

    Reactor System

    Separation system

    Boiler and Combustor

    Height of each stream corresponds to amount of carbon in the stream

    Darkness of each stream represents the carbon concentration as shown below:

    36

    J Bond, A Upadhye, et al.; Production of renewable jet fuel range alkanes and commodity chemicals from integrated catalytic processing of biomass Energy and Environmental Science (2014) 7, 1657-1660.

  • Conclusions We can convert biomass into all the same fuels and chemicals that

    are produced from petroleum

    We do a poor job of predicting the economics of pioneer process technologies

    Pyrolysis can produce a low quality liquid fuel called a bio-oil or pyrolysis oil

    Pyrolysis oil can undergo hydrotreating

    Catalytic Fast Pyrolysis can produce aromatics directly from biomass

    Distillate Range Fuels can be produced from biomass

    Methane conversion can be understood with theoretical model

    37

  • 38

    The Challenges and Opportunities of Designing Pioneer Catalytic Technologies for the Production of Sustainable Fuels and Chemicals from BiomassThe discovery of inexpensive oil revolutionized our worldCellulosic Biofuels are best technology option for decreasing petroleum usage and greenhouse gas emissionsThe biomass conversion challengeIntegrated Biorefinery Program2nd Generation Biofuel Companies have StruggledSlide Number 7KiORChallenges with Pioneer Process PlantsConventional View of Estimating Project CostsActual Views of Estimating Project Costs of Pioneer PlantsEstimating Plant PerformanceCorrect Way to Estimate Economics for Pioneer Process PlantsNew Technologies in the Petrochemical Area do Make MoneyPyrolysis is Cheapest Biomass Conversion TechnologyENSYN Commercial Fast Pyrolysis PlantBio-oil: Characterization Bio-oil CompositionBio-oil undergoes phase separation when heatedHydrodeoxygenation (HDO) of BiomassLiquid Products produced from HDO of pyrolysis oilsCurrent Technology for HydrotreatingRenewable Aromatics from Catalytic Fast Pyrolysis (CFP) of BiomassBlock Flow Diagram for Catalytic Fast PyrolysisReactors for Catalytic Fast PyrolysisSlide Number 26CFP involves reactions in solid biomass, gas phase and inside catalystAromatic Yield Increases with Heating RateP-xylene selectivity can be enhanced by modifying the catalystPilot Plant being built for CFP TechnologyIntegrated Catalytic Process to Produce Renewable Distillate Fuels from BiomassSlide Number 32Project Goal and Key Technical ChallengesReaction ChemistryPetroleum derived feedstock made from biomassSankey Diagram for Carbon Yields and Capital CostsConclusionsSlide Number 38