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    Integration of biogas and bioethanol process

    Piotr Oleskowicz-PopielPhD student

    Biosystems Department

    Ris DTU National Laboratory for Sustainable Energy

    Technical University of Denmark

    Email: [email protected]

    Co-authorsErik Steen Jensen

    Mette Hedegaard Thomsen

    Henrik Haugaard-Nielsen

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    Bioresources for bioenergy purposes

    Piotr Oleskowicz-Popiel

    2000 2003: bachelor at Poznan University of Technology,

    Department of Chemical Technology, PL

    2003 2005: MSc in Eng in Industrial Biotechnology,

    Aalborg University Esbjerg, DK

    2005 2007: research assistant, Department of Bioenergy

    Aalborg University Esbjerg/University of Southern Denmark

    2007 present: PhD student, Biosystems Department,National Laboratory for Sustainable Energy

    and Technical University of Denmark (Ris DTU)

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    Integration of biogas and bioethanol process

    1. Sustainable production of biofules: biogas and bioethanol

    2. Second generation biofuels: IBUS concept

    3. BioConcens Project4. Bioprocess modelling (with SuperPro Designer)

    What is sustainability?What are the advantages fromthe co-production of biofuels?

    First or second generation biofules?

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    Bioresources

    BiochemicalThermochemical

    Extraction

    Biorefinery Products

    Industrial chemicalsBiofuels

    Electricity

    Heat

    Polymers

    MaterialsFertilizers

    Food ingredients

    Feed

    Sustainability assessment

    Solar CO2 H2Oenergy N,P,K,

    Sustainability assessment

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    Multifunctional land use

    Land use

    Goods

    FoodFibersFuels

    Chemicals/materialsWater protectionSoil fertilityBiodiversityRecreationBioremediation

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    Biomass-to-biofuel pathways

    Biomass

    Lignocellulosic

    biomass

    Thermoche

    mical/gasifi-

    cation

    Pretreament and

    enz.hydrolysis

    Milling and

    enz. hydrolysis

    Extraction

    Sugar

    Syngas

    TransesterificationOil plants and animal

    fat

    Sugar- and

    starch crops

    Residues andorganic waste

    Catalysed

    synthesis

    Fermentation

    og destillation

    Biodiesel

    Fermentationand cleaning

    Biogasand H2

    Ethanol

    BTLF-T diesel

    DME

    Methanol2G technology

    1G technology

    Adapted from: Erik Steen Jensen: Lignocellulose-based biofuel production bioresources, technologies and sustainability

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    Biomass-to-biofuel pathways

    Biofuels in the EU. A vision for 2030 and beyond. Final draft report of the Biofuels Research Advisory Council

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    Crops for 1G biofuel

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    1G biofuels (ethanol and biodiesel) and associated crops

    The use of known 1G crops and cultivations methods is not likelyto influence positively the environment but will increase the

    competition for land with other uses (feed and food)

    The protein fraction of the biomass can be used for feed (DDGSand rapeseed cake)

    Crop residues from food and feed crops can be used for 2Gbiofuels to some extent

    Cultivation of marginal soils (including set-aside) with annual cropsincreases the risk for loss of nutrients and transport of pesticides to theaquatic environment.

    Some annual crops are problematic from an environmental point

    of view e.g. maize and oilseed cultivation are associated with largeleaching losses (table)

    Adapted from: Erik Steen Jensen: Lignocellulose-based biofuel production bioresources, technologies and sustainability

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    Perennial crops for 2G bioethanol and BTL

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    Lignocellulose - residues and waste

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    Anaerobic Digestion (AD)

    Suspended organic matter

    Proteins Carbohydrates Lipids

    Polypeptides

    Peptides Mono and disaccharides Volatile acids and glycerine

    Organic compounds: volatile

    fatty acids, alcohols, lactic acidMineral compounds: CO2,

    H2, NH4+/NH3, H2S

    Acetic aci d CO2, H2

    Methane production:

    CH3COOH => CH4 + CO2 (Acetotrophic methanogenesis)

    CO2 + H2 => CH4 + H2O (Hydrotrophic methanogenesis)

    Hydrolysis

    Acidogenes is

    Acetogenesis

    Methanogenesis

    adapted from: Benabdallah El-Hadj T. (2006) ISBN: 84-690-2982-7

    AD is commonly used for the treatment

    of animal manure, organic waste from

    agriculture and urban areas and food

    industry.

    Microbiological conversion of organic

    matter to methane in the absence of

    oxygen. The process is also known as

    the biogas process and has beenwidely utilized in wastewater treatment

    plants.

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    Sustainable cycle of Anaerobic Digestion

    Al Seadi T.: Good practice in Quality Management of AD Residues; Task 24 Energy from Biological Conversion of

    Organic Waste; Department of Bioenergy; University of Southern Denmark.

    Anaerobic digestion is a natural

    process during which bacteria

    break down the carbon in

    organic material

    The biogas plant has

    three main products:

    -biogas (source of energy)

    -liquid fertilizer

    -fiber for compost

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    Utilisation of digestate

    To be recycled as fertilizer, digestate musthave a defined content of macronutrients.

    Average samples of digestate must also

    be analyzed for heavy metals andpersistent organic contaminants, making

    sure that these are not exceeding the

    detection limits permitted by law.

    The application of digestate must be doneon the basis of a fertiliser plan, elaboratedfor each agricultural field. The experience

    shows that an environmental and

    economic suitable application of digestate

    fulfils the phosphorus requirements of thecrops and completes the nitrogen

    requirements from mineral fertiliser.

    Al Seadi T. ed.: Biogas from AD, Bioexell training manual; Department of Bioenergy; University of Southern Denmark.

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    Digestate as a fertilizer

    Highly efficient fertiliser can be achieved

    from co-digestion of cow manure (high in

    potassium), pig manure (high in

    phosphorous), and suitable agricultural

    wastes and by-products. Due to the factthat the digestate is nutritionally defined, it

    can be used very efficiently. Application of

    digestate as bio-fertiliser decreases

    nutrients loss as well as pollution of water

    from nutrients. Additionally, it results in

    saving energy consumption for production

    of chemical fertiliser. To obtain all these

    benefits though it is necessary to apply

    what is called a good agricultural practice

    Parameter Digestate

    Linkoeping

    Total solids [%] 4.5

    Volatile solids [%TS] 75

    pH 8.1

    Total-N [kg/m3] 7.2

    Ammonia-N [kg/m3] 4.9

    P [kg/m3] 0.7

    K [kg/m3] 1.0

    Pb [mg/kgTS]

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    Digestate as a fertilizer

    Biogas plant Total N

    [kg/ton]

    NH4-N/NH

    3

    [kg/ton]

    P

    [kg/ton]

    Blaabjerg 4,75 3,25 1,1

    Blhj 5,30 3,8 0,84

    Fangel 5,83 4,38 0,92

    Filskov 4,90 3,7 0,94

    Hashj 5,05 3,9 0,78

    Lemvig 4,28 3,02 1,2

    Lintrup 5,00 3,26 1,3

    Nysted 4,84 3,79 0,90Ribe 4,6 3,2 0,9

    Sinding-rre 2,6 2,2 1,2

    Snertinge 4,3 3,0 1,3

    Studsgrd 3,86 2,79 0,86

    Thors 4,80 3,6 0,96

    http://www.mst.dk/default.asp?Sub=http://www.

    mst.dk/udgiv/publikationer/2004/87-7614-282-

    5/html/kap04.htm - Danish Environmental

    Protection Agency, Danish Ministry of the

    Environment

    Average concentrations of nitrogen, ammonia, and phosphorous in digestate from Danishcentralised co-digestion plants

    http://www.mst.dk/default.asp?Sub=http://www.mst.dk/udgiv/publikationer/2004/87-7614-282-5/html/kap04.htmhttp://www.mst.dk/default.asp?Sub=http://www.mst.dk/udgiv/publikationer/2004/87-7614-282-5/html/kap04.htmhttp://www.mst.dk/default.asp?Sub=http://www.mst.dk/udgiv/publikationer/2004/87-7614-282-5/html/kap04.htmhttp://www.mst.dk/default.asp?Sub=http://www.mst.dk/udgiv/publikationer/2004/87-7614-282-5/html/kap04.htmhttp://www.mst.dk/default.asp?Sub=http://www.mst.dk/udgiv/publikationer/2004/87-7614-282-5/html/kap04.htmhttp://www.mst.dk/default.asp?Sub=http://www.mst.dk/udgiv/publikationer/2004/87-7614-282-5/html/kap04.htm
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    Safe recycling of digestate

    Good agricultural practice - experience from Denmark

    Source sorting and separate collection of digestible wastes, preferably inbiodegradable recipients.

    Selection / excluding from AD of the unsuitable waste types / loads, basedon the complete declaration of each load: origin, content of heavy metals

    and persistent organic compounds, pathogen contamination, other potential

    hazards etc.

    Periodical sampling and analysing of the biomass feedstock. Extensive pre-treatment/on site separation (especially for unsorted waste).

    Process control (temperature, retention time etc.) to obtain a stabilised endproduct.

    Pasteurization / controlled sanitation for effective pathogen reduction. Periodical sampling, analysing and declaration of digestate.

    Including digestate in the fertiliser plan of the farm and using a goodagricultural practice for application of digestate on farmland.

    Al Seadi T. ed.: Biogas from AD, Bioexell training manual; Department of Bioenergy; University of Southern Denmark.

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    Ethanol fermentation

    H(C6H10O5)nOH enzymes n C6H12O6

    162 kg 180 kg

    n C6H12O6yeast 2n C2H5OH + 2n CO2

    180 kg 92kg 88kg Jacqus K. et al.: The Alcohol Textbook. 3rd edition, NothingamUniversity Press, 1999.

    From the chemist/engineer point of view From the microbiologist point of view

    http

    ://www.nasa.gov

    IBUS

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    Biomass to bioethanol

    Mandil C. eds.: Biofules for transport. An international perspective. IEA, 2004.

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    Lignocellulose degradation

    Lignocellulosepre

    -treatment

    cellulose*

    hemicellulose*

    carboxylic acids + CO2 + H2O

    + lignin degradation products

    *source: Bjerre A.B., Skammelsen

    Schmidt A.: Development of Chemical

    and Biological Processes for Production

    of Bioethanol: Optymalization of the Wet

    Oxidation Process and Characterizationof Products, Ris National Laboratory,

    1997, Roskilde, Denmark [Riose-R-

    967(EN)]

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    Bioethanol and Biogas potential

    Petersson et al.: Potential bioethanol and biogas production using lignocellulosic biomass from winter rye, oilseed rape and

    faba bean. Biomass and Bioenergy 31 82007) 812-819.

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    Biogas and Bioethanol potential

    Petersson et al.: Potential bioethanol and biogas production using lignocellulosic biomass from winter rye, oilseed rape and

    faba bean. Biomass and Bioenergy 31 82007) 812-819.

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    Real life example

    The principles:

    -About one-third of the cornthe starchis converted

    into ethanol, and another one-third into thin stillage,which is used in the anaerobic digesters for heat and

    biogas. The other one-third, a combination of protein,

    oils, and fibers called distiller's grain, is usually sold as

    feed for cattle. However, this grain is wet when it exits

    the ethanol plant, and traditionally equipment costing

    several million dollars must be used to dry it beforetransport in order to prevent spoilage

    -Corn byproducts, including cellulose from the corn

    stalks, also go into the biogas brew.

    - the water pollution problems are solved by removingmanure from feedlots

    http://www.e3biofuels.com

    How can we improve the system?

    How can we increase sustainability of the process?

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    Integration of biogas and bioethanol process

    1. Sustainable production of biofules: biogas and bioethanol

    2. Second generation biofuels: IBUS concept

    3. BioConcens Project4. Bioprocess modelling (with SuperPro Designer)

    First or second generation biofules?

    Based on: Mette Hedegaard Thomsen

    Biomass & Bioenergy Conference, 27th-29th of February 2008, Tallinn, Estonia

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    1. generation 2. generation

    The use of known 1G crops andcultivations methods is not likely toinfluence positively the environment but

    will increase the competition for land with

    other uses (feed and food)

    Crop residues from food andfeed crops can be used for 2G

    biofuels to some extent

    Adapted from: Erik Steen Jensen: Lignocellulose-based biofuel production bioresources, technologies and sustainability

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    Lignocellulose degradation

    Lignocellulosepre

    -treatment

    cellulose*

    hemicellulose*

    carboxylic acids + CO2 + H2O

    + lignin degradation products

    *source: Bjerre A.B., Skammelsen

    Schmidt A.: Development of Chemical

    and Biological Processes for Production

    of Bioethanol: Optymalization of the Wet

    Oxidation Process and Characterizationof Products, Ris National Laboratory,

    1997, Roskilde, Denmark [Riose-R-

    967(EN)]

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    2. generation Bioethanol production

    Pretreatment

    Hemicellulose

    Lignin

    Cellulose

    Distillation

    Enzymes Yeast

    Enzymes

    C5

    Microorganism

    FermentationHydrolysis

    Bio-EthanolC6

    Hydrolysis Fermentation

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    Co-production Biofuels (EU-project: 2003-2006, Danish project: 2006-2009)

    Partners:

    Elsam A/S (DONG Energy)

    Ris National Laboratory - DTU

    The Royal Veterinary and

    Agricultural University

    TMO Biotech (EU-project)

    BioCentrum - DTU (Danish

    project)

    Objective: Co-production of electricity and bioethanol

    Goal: Construction and testing of a pilot scale pretreatment reactor system

    with a planned capacity of 1000 kg of biomass per hour.

    Integrated Biomass Util isation System (IBUS)Integrated Biomass Util isation System (IBUS)

    1.step: Pilot scale reactor with a capacity of 100 kg/h1.step: Pilot scale reactor with a capacity of 100 kg/h

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    IBUS 1000 kg/h plant

    195-200C

    90-100% cellulose

    convertibility

    50% hemicellulose

    recovery

    180C + 195C

    90-100% cellulose

    convertibility

    83% hemicellulose

    recovery

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    Advantages of the IBUS process

    Simple and fast process

    Enzymes and hot water

    Process time < 100 h

    Can be upscaled

    Energy efficient

    No milling

    High dry matter (40%)

    Power plant integration

    Flexible biorefinery

    The lignin fraction contains sufficient energy torun the process!

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    Cut wheat straw Heat pretreated wheat straw

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    High dry matter liquefaction of fibre fraction

    Larsen et al, 2006

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    GHG balance for IBUS

    van Maarschalkerweerd, Ris (2006)

    Grain Straw

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    How far are we? - Feasibility study

    Production cost for straw-based ethanol

    0

    1

    2

    3

    4

    5

    6

    7

    8

    20% 30% 40% 50% 60% 70% 80% 90% 100%

    Cellulose conversion ratio [% ]

    Eth

    anolprod.costs

    [$/gal

    Case 1

    Case 2

    Case 3

    Ref. Jan Larsen, Dong Energy, 28th Symposium on Biotechnology for Fuels and Chemicals, May 2006, Nashville.

    Case 1 = C6, stand alone

    Case 2 = C6, integrated (with power plant)

    Case 3 = C6+C5, integrated

    Latest feasibility study based on 1000 ton pr day IBUS ethanol plant located in the US (cost and

    income), corn stover 40 EUR/t DM and enzyme cost 0.14 EUR/liter ethanol.

    Raw production cost: 0.43 EUR/liter ethanol (2.40 US$/gal)

    World market price 0.35 EUR/liter, EU-market price 0.55 EUR/liter [Morgan Stanley Equity Research, oct. 2007]

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    AD manure as water and nutrient source

    Oleskowicz-Popiel P. et al.: Ethanol production from maize silage as lignocellulosic biomass in anaerobically

    digested and wet-oxidized manure. Bioresource Technology. in press

    Source: Thomsen A.B., Medina C., Ahrling B.K.: Ris Energy Report

    2. Biotechnology in ethanol production. Ris National Laboratory,

    Denmark, November 2003.

    Pre-treatment (Wet-Oxidation)

    Straw, Water or AD Manure

    SSF: Enzymes, Yeast

    Product: Ethanol

    Xylose Fermentation

    Product: Ethanol

    Anaerobic Digestion

    Product: Biogas

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    AD manure as water and nutrient source

    ferm entation of IBUS straw in pre-tr eated AD manure and w ater

    0

    0,2

    0,4

    0,6

    0,8

    1

    1,2

    1,4

    1,6

    1,8

    0 20 40 60 80 100 120 140 160

    time [h]

    ethanol[g/100g]

    Straw+121.0

    Straw+121.12

    Straw+Water

    manure 121.12

    2000

    2200

    2400

    2600

    2800

    3000

    3200

    3400

    0 20 40 60 80 100 120 140 160

    t ime [h]

    ammonia

    [mg/L]

    Straw 1 Straw 2 Maize 1 Maize 2

    Successful ethanol

    fermentation in AD manure as awater and nutrient source

    Nitrogen uptake during ethanol

    fermentation.

    AD manure can be recirculated

    several times as a N-source

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    Integration of biogas and bioethanol process

    1. Sustainable production of biofules: biogas and bioethanol

    2. Second generation biofuels: IBUS concept

    3. BioConcens Project4. Bioprocess modelling (with SuperPro Designer)

    Is there a future for organic farming?

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    BioConcens

    Biomass and Bioenergy Production in Organic Farming Consequences for Soil Fertility, Environment, Spread of Animals

    Parasites and Socio-Economy.

    The production of biofules in organic agriculture can reduce itsdependency of fossil fuels and decrease GHG emission

    It might increase sustainability of organic farming

    Main stream agriculture

    organic

    farming

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    DARCOF The Danish Research Centre for Organic Farming:

    The remit of DARCOF is to coordinate research for organic farming,

    with a view to achieving optimum benefit from the allocated

    resources. Its aim is to elucidate the ideas and problems faced in

    organic farming through the promotion of high quality research of

    international standard.

    http://www.darcof.dk

    DARCOF III research programme International research

    cooperation and organic integrity:

    BioConcens http://www.bioconcens.elr.dk/uk/

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    BioConcens Biomass and bioenergy production in organicagriculture consequence for soil fertility, environment, spread of

    animal parasites and socio-economy

    work package 1: Co-production of biogas, bioethanol and animalfeed from organic raw materials:

    1. biogas potentials of raw materials

    2. co-production of biogas and fodder protein

    3. co-production of biogas and bioethanol

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    BioConcens

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    BioConcens co-production of biogas and bioethanol

    Bioethanol from starch can be substitute for diesel or gasoline. Themethod for bioethanol production from rye grain by utilizing the

    inherent amylase activity of the seed is going to be developed (to

    avoid GMO based enzymes) Usage of natural enzymes and whey permeate as nutrients and

    process water in bioethanol fermentation will decrease production

    cost and increase sustainability of the process. Application of the

    effluent into the biogas process will be the additional advantage.

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    BioConcens co-production of biogas, bioethanol and fodder

    Co-fermentation of clover grass (commonly grown in OA) with animal manure

    Co-fermentation of clover grass with whey (co-production of energy and animalfeed)

    The goal is to develop farm-scale, low energy demanding and easy tohandle technology for production of bioethanol from rye grain. To keep the

    frame of organic farming natural enzymes will be applied (commercial

    enzymes will be used only for reference experiments). The remaining

    compounds will be recycled into biogas process.

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    BioConcens

    From the energy balance point ofview, the most relevant utilization of

    feedstocks and co-products will be

    modelled in SuperPro Designer(Intelligen, INC)

    Bioenergy from organic sources

    should not negatively influence thecarbon and nutrients cycle the

    intelligent management of organic

    residues and crop rotation is

    necessary

    Design and evaluate a combinedconcept for biomass and bioenergy

    production in OA (considering the

    soil fertility)

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    Initial results the idea does really work

    0

    10

    20

    30

    40

    50

    0 10 20 30 40

    Time (h)

    Ethanolcon

    centration

    (g/L)

    Malted rye, 13% dw

    Malted rye, 13% dw

    Comm. enz., 13% dw

    Comm. enz., 13% dw

    0

    100

    200

    300

    400

    0 5 10 15 20 25 30 35 40

    time [day]

    [mLCH4

    /gVS]

    dry grass (low conc.) dry grass (high conc.)

    dry clover grass (low conc.) dry clover grass (high conc.)

    clover grass silage (low conc.) clover grass silage (high conc.)

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    Integration of biogas and bioethanol process

    1. Sustainable production of biofules: biogas and bioethanol

    2. Second generation biofuels: IBUS concept

    3. BioConcens Project4. Bioprocess modelling (with SuperPro Designer)

    How to designan environmentally friendly process?

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    Modeling of a bioprocess

    Process concept

    Process design anddevelopment

    Modeling andsimulation

    Literature

    Patents

    Expert

    knowledge

    Sustainabilityassessment

    Improvements

    neededNot

    eco-efficientStop

    Eco-efficient

    Industrial application

    adapted from:

    Heinzle E., et al., (2006)Development of

    Sustainable Bioprocesses Modelling and

    Assessment. John Wiley & Sons Ltd.

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    Modeling of a bioprocess

    in process development we should tryunderstand of the actual production process

    as early and as detailed as possible

    the modeling of the process underdevelopment and a through assessmenthelps to improve this knowledge

    the assessment should include economicand environmental evaluation

    the simulation results are used to evaluatethe process and to guide the R&D effort to

    the most promising directions and the most

    urgent problems

    it is important to look at the whole processand not only to optimize single parts

    the created models and the assessmentbased on these models include a certain

    inherent uncertainty; this uncertainty has to

    be considered and quantified

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    Modeling of a bioprocess

    besides the economic structure of a process, environmental andsocial aspects should be considered

    process modeling and simulation enhances our insight andunderstanding of a process and helps to identify potentialimprovements as well as possible difficulties

    in process development, simulation can supplement experiments

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    Modeling of a bioprocess

    Define goal & process boundaries

    Collect data (internal and external)

    Define bioreactions

    Identify process flow diagram (unit operations and streams)

    Define unit operation models

    Perform simulations

    Make inventory analysis and assessment

    adapted from:

    Heinzle E., et al., (2006)Development of Sustainable Bioprocesses Modelling and Assessment. John Wiley & Sons Ltd.

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    Modeling of a bioprocess

    What are required amounts of raw materials and utilities?

    What is the required size of process equipment and supporting utilities?

    Can the product be produced in an existing facility or a new plant is required?

    What is the total capital investments? What is the manufacturing cost?

    What is the optimum batch size?

    How long does the single batch take?

    How much product can be generated per year? What is the demand for raw materials, labor, utilities, etc.?

    Which process step can be a bottleneck?

    What changes can increase throughout?

    What is the environmental impact of the process?

    Which design is the best among several possible alternatives?

    adapted from:

    Petrides D., Bioprocess Design and

    Economics. Oxford University Press, 2003.

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    Modeling of a bioprocess

    Computer simulations provide the ability to estimate the effect ofincreasing costs of raw materials or utilities, variations in material

    compositions, and the incorporation of new technologies

    Beginning with a base-case scenario and designing the model tosimulate those conditions effectively allows the user to estimate

    results of alternative processes with confidence.

    Kwiatkowski J.R. et al: Modeling the process and costs of fuel ethanol production by the corn dry-grind process.

    Industrial Crops and Products 23 (2006) 288-296

    photo: www.siteselection.com

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    Modeling the process - simplified flow diagram

    Kwiatkowski J.R. et al: Modeling the process and costs of fuel ethanol production by the corn dry-grind process.

    Industrial Crops and Products 23 (2006) 288-296

    150 million l/year plant

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    Modeling the process - simplified flow diagram

    Grain receiving

    Liquefaction, saccharification, and fermentation all the reaction,volumes, residence times, agitation/pumping power required, and

    other operating parameters may be adjusted to imitate an existingfermenter or make use of experimental data. The model will scale

    the unit to accommodate any change in raw material plant

    throughput

    distillation and ethanol recovery

    stillage processing

    final products fuel ethanol (with app. 5% denaturant gaoline),

    DDGS (an animal feed rich in protein 27.8%)

    Kwiatkowski J.R. et al: Modeling the process and costs of fuel ethanol production by the corn dry-grind process.

    Industrial Crops and Products 23 (2006) 288-296

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    Modeling the process - simplified flow diagram

    The actual process contains more than 100 pieces of equipment and unitoperations

    The process simulator quantifies the processing characteristic, energy

    requirements, and equipment parameters of each major piece of equipmentfor the specified operating scenario.

    Volumes, composition, and other physical characteristic of input and outputstreams for each equipment item are identified. This information becomes

    the basis of utility consumptions and purchased equipment costs for eachequipment item.

    Composition of a raw agricultural feedstock varies by year and location, thiscan be easy adjusted

    Different raw materials can be input in the model. although, maybe someextra unit operation need to be given

    Kwiatkowski J.R. et al: Modeling the process and costs of fuel ethanol production by the corn dry-grind process.

    Industrial Crops and Products 23 (2006) 288-296

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    Cost model description

    Equipment costs

    Feedstock costs

    Product values

    Utility costs

    Capital costs

    Annual production and unit costs

    Sensitivities

    Kwiatkowski J.R. et al: Modeling the process and costs of fuel ethanol production by the corn dry-grind process.

    Industrial Crops and Products 23 (2006) 288-296

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    Lysine flow sheet

    Thomsen MH: Complex media from processing of agricultural crops for microbial fermentation.

    Mini-Review, Appl. Microbiol. Biotechnol (2005) 68: 598-606

    The lactic acid fermentation of brown juice in the green crop drying plant as it

    was simulated in SuperPro Designer

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    Priority of sustainable land and bioresource use