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    Chapter 5 Liquid-Liquid ExtractionSubject: 1304 332 Unit Operation in Heat transfer

    Instructor: Chakkrit Umpuch

    Department of Chemical Engineering

    Faculty of Engineering

    Ubon Ratchathani University

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    5.1 Introduction to Extraction ProcessesWhen separation by distillation is ineffective or very difficult e.g. close-boiling mixture, liquid extraction is one of the main alternative toconsider.

    What is Liquid-liquid extraction(or solvent extraction)?

    Liquid-Liquid extraction is a mass transfer operation in which a liquid

    solution (feed) is contacted with an immiscible or nearly immiscible liquid

    (solvent) that exhibits preferential affinity or selectivity towards one or

    more of the components in the feed. Two streams result from this contact:

    a)Extract is the solvent rich solution containing the

    desired extracted solute.

    b) Raffinate is the residual feed solution containing little solute.

    3

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    Liquid-liquid extraction principle

    When Liquid-liquid extraction is carried out in a test tube or flask the

    two immiscible phases are shaken together to allow molecules topartition (dissolve) into the preferred solvent phase.

    5.1 Introduction to Extraction Processes

    4

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    An example of extraction:

    5.1 Introduction to Extraction processes

    Acetic acid in H2O

    +Ethyl acetate

    Extract

    Organic layer contains most of acetic acid inethyl acetate with a small amount of water. RaffinateAqueous layer contains a weak acetic acid

    solution with a small amount of ethylacetate.

    The amount of water in the extract and ethyl acetate in the raffinatedepends upon their solubilites in one another.

    5

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    Equilateral triangular diagram

    (A and B are partially miscible.)

    Triangular coordinates and equilibrium dataEach of the three corners

    represents a pure component A,

    B, or C.

    Point M represents a mixture of

    A, B, and C.

    The perpendicular distance fromthe point M to the base AB

    represents the mass fraction xC.

    The distance to the base CB

    represents xA, and the distanceto base AC represents xB.xA+ xB+ xC= 0.4 + 0.2 + 0.4 = 1xB= 1.0 - xA- xCyB= 1.0 - yA- yC

    5.2 Single-stage liquid-liquid extraction processes

    6

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    Liquid C dissolves completely in A or in B.

    Liquid A is only slightly soluble in B and B slightly soluble in A.

    The two-phase region is included inside below the curved envelope.

    An original mixture of composition M will separate into two phases a and b which are on

    the equilibrium tie line through point M.

    The two phases are identical at point P, the Plait point.

    Liquid-Liquid phase diagram where components A and B are partiallymiscible.

    7

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    Point A = 100% Water

    Point B = 100% Ethylene Glycol

    Point C = 100% Furfural

    Point M = 30% glycol, 40% water, 30% furfural

    Point E = 41.8% glycol, 10% water, 48.2% furfural

    Point R = 11.5% glycol, 81.5% water, 7% furfural

    The miscibility limits for the furfural-water binary

    system are at point D and G.

    Point P (Plait point), the two liquid phases have

    identical compositions.

    DEPRG is saturation curve; for example, if feed

    50% solution of furfural and glycol, the secondphase occurs when mixture composition is 10%

    water, 45% furfural, 45% glycol or on the

    saturation curve.

    Liquid-Liquid equilibrium, ethylene glycol-furfural-water, 25C,101 kPa.

    Ex 5.1 Define the composition of point A, B, C, M, E, R, P and DEPRG inthe ternary-mixture.

    9

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    Equilibrium data on rectangular coordinates

    The system acetic acid (A) water (B) isopropyl ether

    solvent (C). The solvent pair Band C are partially miscible.xB= 1.0 - xA- xCyB= 1.0 - yA- yC

    Liquid-liquid phase diagram

    10

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    EX 5.2 An original mixture weighing 100 kg and containing 30 kg ofisopropyl ether (C), 10 kg of acetic acid (A), and 60 kg water (B) is

    equilibrated and the equilibrium phases separated. What are the

    compositions of the two equilibrium phases?

    Solution:

    Composition of original mixture is xc= 0.3, xA= 0.10, and xB= 0.60.

    11

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    Liquid-liquid phase diagram

    1. Composition of xC = 0.30, xA

    = 0.10 is plotted as point h.2. The tie line gi is drawn

    through point h by trial and

    error.

    3. The composition of the

    extract (ether) layer at g is yA

    = 0.04, yC = 0.94, and yB =1.00 - 0.04 - 0.94 = 0.02

    mass fraction.

    4. The raffinate (water) layer

    composition at i is xA = 0.12,

    xC = 0.02, and xB = 1.00

    0.120.02 = 0.86.

    12

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    The solvent pairs B and C and also A and C are partially miscible.

    Phase diagram where the solvent pairs B-C and A-C are partially miscible.

    13

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    Derivation of lever-arm rule for graphical addition5.3 Single-Stage Equilibrium Extraction

    MLV An overall mass balance:

    MCCC MxLxVy

    AMAA MxLxVy A balance on A:

    A balance on C:

    5.1

    5.2

    5.3Where xAMis the mass fraction of A in the M stream.

    14

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    Derivation of lever-arm rule for graphical addition

    AAM

    AMA

    xx

    xy

    V

    L

    CMC

    MCC

    xx

    xy

    V

    L

    AAM

    CMC

    AMA

    MCC

    yx

    yx

    xx

    xx

    ML

    MV

    kgV

    kgL

    )(

    )(

    VL

    MV

    kgM

    kgL

    )(

    )(

    (5.4)

    (5.5)

    (5.6)

    Sub 5.1 into 5.2

    Sub 5.1 into 5.3

    Equating 5.4 and5.5 and rearranging

    (5.7)

    (5.8)

    Lever arms rule

    Eqn. 5.6 shows that points L, M, and V must lie on a straight line. Byusing the properties of similar right triangles,

    15

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    Ex 5.3 The compositions of the two equilibrium layersin Example 5.1 are forthe extract layer (V) yA= 0.04, yB= 0.02, and yC= 0.94, and for the raffinate

    layer (L) xA= 0.12, xB= 0.86, and xC= 0.02. The original mixture contained100 kg and xAM= 0.10. Determine the amounts of V and L.

    Solution: Substituting into eq. 5.1

    Substituting into eq. 5.2, where M = 100 kg and xAM= 0.10,

    Solving the two equations simultaneously, L = 75.0 and V = 25.0. Alternatively, using

    the lever-arm rule, the distance hg in Figure below is measured as 4.2 units and gi

    as 5.8 units. Then by eq. 5.8,

    Solving, L = 72.5 kg and V = 27.5 kg, which is a reasonably close check on the

    material-balance method.

    100 MLV

    )10.0(100)12.0()04.0( LV

    8.5

    2.4

    100 ig

    ghL

    M

    L

    16

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    5.2 Single-stage liquid-liquid extraction processesSingle-state equilibrium extraction

    MVLVL 1120

    AMAAAA MxyVxLyVxL 11112200

    MCCCCC MxyVxLyVxL 11112200

    We now study the separation of A from a mixture of A and B by a solvent C in a singleequilibrium stage.

    0.1 CBA xxx

    An overall mass balance:

    A balance on A:A balance on C:

    5.9

    5.105.11

    17

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    To solve the three equations, the equilibrium-phase-diagram is used.

    1. L0and V2are known.

    2. We calculate M, xAM, and xCMby

    using equation 5.9-5.11.

    3. Plot L0, V2, M in the Figure.

    4. Using trial and error a tie line isdrawn through the point M, which

    locates the compositions of L1and V1.

    5. The amounts of L1and V1can be

    determined by substitution in

    Equation 5.9-5.11 or by using lever-arm rule.

    18

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    Ex 5.4 A mixture weighing 1000 kg contains 23.5 wt% acetic acid (A) and76.5 wt% water (B) and is to be extracted by 500 kg isopropyl ether (C) in a

    single-stage extraction. Determine the amounts and compositions of theextract and raffinate phases.

    Solution Given: kgVandkgL 5001000 20

    AMx)1500()0)(500()235.0)(1000(

    kgMVL 1500500100020

    0.1765.0,235.0200

    ABA

    yandxx

    Given:

    157.0AMx

    MCCC MxyVxL 2200

    Given: 0765.0235.00.11 000 BAc xxx

    AMAA MxyVxL 2200

    MCx)1500()1)(500()0)(1000(

    33.0CMx 19

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    M

    V2 (0,1) = (yA2, yC2)V1(0.1,0.89) = (yA1, yC1)

    L1(0.2,0.03) = (xA1, xC1)

    L0(0.235,0) = (xA0, xC0)

    M(0.157,0.33) = (xAM, xCM)

    20

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    (1)

    AMAA MxyVxL

    1111

    MCCC MxyVxL 1111

    )157.0)(1500()1.0()2.0( 11 VL

    )33.0)(1500()89.0()03.0( 11 VL

    From the graph: xC1= 0.03 and yC1= 0.89;

    From the graph: xA1= 0.2 and yA1= 0.1;

    (2)

    5.177,15.0 11 VL

    500,1667.29 11 VL

    Solving eq(2) and eq(3) to get L1and V1;

    kgVandkgL 28.52586.914 11

    89.003.0,1.0,2.0 1111 CCAA yandxyx Answer

    21

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    5.3 Equipment for Liquid-Liquid ExtractionIntroduction and Equipment Types

    As in the separation processes of distillation, the two phases in liquid-

    liquid extraction must be brought into intimate contact with a highdegree of turbulence in order to obtain high mass-transfer rates.Distillation: Rapid and easy because of the large difference in

    density (Vapor-Liquid).

    Liquid extraction: Density difference between the two phases is not

    large and separation is more difficult.

    Liquid extraction equipmentMixing by mechanicalagitationMixing by fluid flowthemselves

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    Mixer-Settles for Extraction

    Separate mixer-settler Combined mixer-settler

    23

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    Plate and Agitated Tower Contactors for Extraction

    Perforated plate tower Agitated extraction tower

    24

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    Packed and Spray Extraction Towers

    Spray-type extraction tower Packed extraction tower

    25

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    5.4 Continuous multistage countercurrent extractionCountercurrent process and overall balance

    MVLVL NN 110

    MCCNCNNCNC MxyVxLyVxL 111100

    1

    11

    10

    1100

    VLyVxL

    VLyVxLx

    N

    CNCN

    N

    NCNC

    MC

    1

    11

    10

    1100

    VL

    yVxL

    VL

    yVxLx

    N

    AANN

    N

    ANNA

    MA

    An overall mass balance:A balance on C:

    Combining 5.12 and 5.13

    Balance on component A gives

    5.125.13

    5.14

    5.15

    26

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    5.4 Continuous multistage countercurrent extractionCountercurrent process and overall balance

    1. Usually, L0 and VN+1 are known and

    the desired exit composition xANis set.

    2. Plot points L0, VN+1, and M as in the

    figure, a straight line must connect thesethree points.

    3. LN, M, and V1 must lie on one line.

    Also, LN and V1 must also lie on the

    phase envelope.

    27

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    Ex 5.5 Pure solvent isopropyl ether at the rate of VN+1= 600 kg/h is beingused to extract an aqueous solution of L0=200 kg/h containing 30 wt% acetic

    acid (A) by countercurrent multistage extraction. The desired exit acetic acid

    concentration in the aqueous phase is 4%. Calculate the compositions andamounts of the ether extract V1and the aqueous raffinate LN. Use equilibriumdata from the table.

    Solution: The given values are VN+1= 600kg/h, yAN+1= 0, yCN+1= 1.0, L0= 200kg/h,

    xA0= 0.30, xB0= 0.70, xC0= 0, and xAN= 0.04.

    In figure below, VN+1and L0are plotted. Also, since LNis on the phase

    boundary, it can be plotted at xAN= 0.04. For the mixture point M,substituting into eqs. below,

    75.0600200

    )0.1(600)0(200

    10

    1100

    N

    NCNC

    MC

    VL

    yVxLx

    075.0600200

    )0(600)30.0(200

    10

    1100

    N

    ANNAMA

    VL

    yVxLx

    28

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    Using these coordinates,

    1) Point M is plotted in Figure below.

    2) We locate V1by drawing a line from LNthrough M and extending it until

    it intersects the phase boundary. This gives yA1= 0.08 and yC1= 0.90.

    3) For LNa value of xCN= 0.017 is obtained. By substituting into Eqs. 5.12and 5.13 and solving, LN= 136 kg/h and V1= 664 kg/h.

    29

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    Stage-to-stage calculations for countercurrent extraction.

    1120 VLVL

    nnnn VLVL 11

    2110 VLVL

    ....1110 NNnn VLVLVL

    ...11111100 NNNNnnnn yVxLyVxLyVxLx

    Total mass balance on stage 1Total mass balance on stage n

    From 5.16 obtain differencein flows

    5.16

    5.17

    5.185.19

    5.20

    is constant and for all stages

    30

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    Stage-to-stage calculations for countercurrent extraction.

    1

    11

    1

    11

    10

    1100

    NN

    NNNN

    nn

    nnnn

    VL

    yVxL

    VL

    yVxL

    VL

    yVxLx

    10 VL 1 nn VL 1 NN VL

    5.21

    5.22

    x is the x coordinate of point

    5.18 and 5.19 can be written as

    31

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    Stage-to-stage calculations for countercurrent extraction.1.is a point common to all streams passing each

    other, such as L0and V1, Lnand Vn+1, Lnand Vn+1,LNand VN+1, and so on.

    2. This coordinates to locate thisoperating point

    are given for x cand x A in eqn. 5.21. Since the

    end points VN+1, LNor V1, and L0are known, xcan

    be calculated and point located.

    3. Alternatively, thepoint is located graphically in

    the figure as the intersection of lines L0V1and LNVN+1.

    4. In order to step off the number of stages using

    eqn. 5.22 we start at L0 and draw the line L0,

    which locates V1on the phase boundary.

    5. Next a tie line through V1locates L1, which is in

    equilibrium with V1.

    6. Then line L1 is drawn giving V2. The tie line

    V2L2 is drawn. This stepwise procedure is

    repeated until the desired raffinate composition LN

    is reached. The number of stages N is obtained to

    perform the extraction.

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    Ex 5.6 Pure isopropyl ether of 450 kg/h is being used to extract an aqueoussolution of 150 kg/h with 30 wt% acetic acid (A) by countercurrent multistage

    extraction. The exit acid concentration in the aqueous phase is 10 wt%.

    Calculate the number of stages required.Solution: The known values are VN+1= 450, yAN+1= 0, yCN+1= 1.0, L0= 150, xA0

    = 0.30, xB0= 0.70, xC0= 0, and xAN= 0.10.

    1. The points VN+1, L0, and LNare plotted in Fig. below. For the mixture point M,

    substituting into eqs. 5.12 and 5.13, xCM= 0.75 and xAM= 0.075.

    2. The point M is plotted and V1is located at the intersection of line LNM with the

    phase boundary to give yA1= 0.072 and yC1= 0.895. This construction is not shown.

    3. The lines L0V1and LNVN+1are drawn and the intersection is the operating point

    as shown.

    33

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    34

    1. Alternatively, the coordinates of can

    be calculated from eq. 5.21 to locate

    point.

    2. Starting at L0

    we draw line L0

    , which

    locates V1. Then a tie line through V1

    locates L1 in equilibrium with V1. (The

    tie-line data are obtained from an

    enlarged plot.)

    3. Line L1is next drawn locating V2. A tie

    line through V2gives L2.

    4. A line L2is next drawn locating V2. Atie line through V2gives L2.

    5. A line L2gives V3.

    6. A final tie line gives L3, which has gone

    beyond the desired LN. Hence, about

    2.5 theoretical stages are needed.

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    5.4 Continuous multistage countercurrent extractionCountercurrent-Stage Extraction with Immiscible Liquids

    1

    1

    1

    1

    0

    0

    1111 y

    yV

    x

    xL

    y

    yV

    x

    xL

    N

    N

    N

    N

    1

    1

    1

    1

    0

    0

    1111 y

    yV

    x

    xL

    y

    yV

    x

    xL

    n

    n

    n

    n

    If the solvent stream VN+1 contains components A and C and the feed stream L0

    contains A and B and components B and C are relatively immiscible in each other, thestage calculations are made more easily. The solute A is relatively dilute and is beingtransferred from L0to VN+1.

    Where L/= kg inert B/h, V/= kg inert C/h, y = mass fraction A in V stream, and x =

    mass fraction A in L stream. (5.24) is an operating-line equation whose slope L//V/.

    If y and x are quite dilute, the line will be straight when plotted on an xy diagram.

    5.23

    5.24

    35

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    Ex 5.7 An inlet water solution of 100 kg/h containing 0.010 wt fractionnicotine (A) in water is stripped with a kerosene stream of 200 kg/h

    containing 0.0005 wt fraction nicotine in a countercurrent stage tower. The

    water and kerosene are essentially immiscible in each other. It is desired toreduce the concentration of the exit water to 0.0010 wt fraction nicotine.

    Determine the theoretical number of stages needed. The equilibrium data are

    as follows (C5), with x the weight fraction of nicotine in the water solution andy in the kerosene.

    X y x y

    0.001010 0.000806 0.00746 0.00682

    0.00246 0.001959 0.00988 0.00904

    0.00500 0.00454 0.0202 0.0185

    36

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    Solution: The given values are L0= 100 kg/h, x0= 0.010, VN+1= 200 kg/h, yN+1=0.0005, xN= 0.0010. The inert streams are

    hrwaterkgxLxLL /0.99)010.01(100)1()1( 00

    hrosenekgyVyVV NN /ker9.199)0005.01(200)1()1( 11/

    Making an overall balance on A using eq. 5.23 and solving, y1= 0.00497.

    These end points on the operating line are plotted in Fig. below. Since the

    solutions are quite dilute, the line is straight. The equilibrium line is alsoshown. The number of stages are stepped off, giving N = 3.8 theoreticalstages.

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    39

    Homework No.9

    1. A single-stage extraction is performed in which 400 kg of a solution

    containing 35 wt% acetic acid in water is contacted with 400 kg of pure

    isopropyl ether. Calculate the amounts and compositions of the extract

    and raffinate layers. Solve for the amounts both algebraically and by

    the lever-arm rule. What percent of the acetic acid is removed?

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    40

    Homework No.10

    1. Pure isopropyl ether is to be used to extract acetic acid from 400 kg of

    a feed solution containing 25 wt% acetic acid in water.

    (a) If 400 kg of isopropyl is used, calculate the percent recovery in theisopropyl solution in a one-stage process.

    (b) If a multiple four-stage system is used and 100 kg fresh isopropyl is

    used in each stage, calculate the overall percent recovery of the acid in

    the total outlet isopropyl ether. (Hint: First, calculate the outlet extract

    and raffinate streams for the first stage using 400 kg of feed solution

    and 100 kg of isopropyl ether. For the second stage, 100 kg of

    isopropyl ether contacts the outlet aqueous phase from the first stage.

    For the third stage, 100 kg of isopropyl ether contacts the outlet

    aqueous phase from the first stage. For the third stage, 100 kg of

    isopropyl ether contacts the outlet aqueous phase from the secondstage, and so on.)

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    41

    Solution

    AMx)800()0)(400()35.0)(400(

    kgMVL 80040040020

    0.165.0,35.0 200 ABA yandxx

    Given:

    175.0AMx

    MCCC MxyVxL 2200

    Given: 065.035.00.11 000 BAc xxx

    AMAA MxyVxL 2200

    MCx)800()1)(400()0)(400(

    5.0CMx

    Homework No.9 (Solution)

    1. A single-stage extraction is performed in which 400 kg of a solution

    containing 35 wt% acetic acid in water is contacted with 400 kg of pure

    isopropyl ether. Calculate the amounts and compositions of the extractand raffinate layers. Solve for the amounts both algebraically and by

    the lever-arm rule. What percent of the acetic acid is removed?

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    42

    M

    V2 (0,1) = (yA2, yC2)V1(0.12,0.87) = (yA1, yC1)

    L1(0.22,0.03) = (xA1, xC1)

    L0(0.35,0) = (xA0, xC0)

    M(0.175,0.5) = (xAM, xCM)

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    (1)

    AMAA MxyVxL 1111

    MCCC MxyVxL 1111

    )175.0)(800()12.0()22.0( 11 VL

    )5.0)(800()87.0()03.0( 11 VL

    From the graph: xC1= 0.03 and yC1= 0.87;

    From the graph: xA1= 0.22 and yA1= 0.12;

    (2)

    36.63654.0 11 VL

    33.333,129 11 VL

    Solving eq(1) and eq(2) to get L1and V1;

    kgVandkgL 49.2412.623 11

    88.003.0,12.0,23.0 1111 CCAA yandxyx Answer43

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    44ML

    MV

    kgV

    kgL

    )(

    )(

    VL

    MV

    kgM

    kgL )(

    )(1

    Lever arms rule

    M

    V1(0.12,0.88) = (yA1, yC1)

    L1(0.23,0.03) = (xA1, xC1)

    M(0.175,0.5) = (xAM, xCM)

    81.047.0

    38.0

    )(

    )(

    kgV

    kgL

    44.086.038.0

    )()(1

    kgM

    kgL kgxkgL 35280044.0)(1

    kgkgV 57.43481.0/352)(

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    The amount and composition of extract are

    *57.4341 kgV

    74.003.0,23.0 111 BCA xandxx Answer

    45

    *3251 kgL

    088.0,12.0 111 BCA yandyy Answer

    The amount and composition of raffinate are

    The percent of acetic acid removed is about

    =(400x0.35-325x0.23)x100% = 46.6%

    400x0.35

    Answer

    *The correction of amount of extract and raffinate depends on theidentification of points on the graph. The value obtained from Levers arm

    rule is more reliable personally.

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    46

    Homework No.10

    1. Pure isopropyl ether is to be used to extract acetic acid from 400 kg of

    a feed solution containing 25 wt% acetic acid in water.

    (a) If 400 kg of isopropyl is used, calculate the percent recovery in theisopropyl solution in a one-stage process.

    (b) If a multiple four-stage system is used and 100 kg fresh isopropyl is

    used in each stage, calculate the overall percent recovery of the acid in

    the total outlet isopropyl ether. (Hint: First, calculate the outlet extract

    and raffinate streams for the first stage using 400 kg of feed solution

    and 100 kg of isopropyl ether. For the second stage, 100 kg of

    isopropyl ether contacts the outlet aqueous phase from the first stage.

    For the third stage, 100 kg of isopropyl ether contacts the outlet

    aqueous phase from the first stage. For the third stage, 100 kg of

    isopropyl ether contacts the outlet aqueous phase from the secondstage, and so on.)

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    Solution a):

    AMx)800()0)(400()25.0)(400(

    kgMVL 80040040020

    0.175.0,25.0 200 ABA yandxx

    Given:

    125.0AMx

    MCCC MxyVxL 2200

    Given:075.035.00.11 000

    BAc xxx

    AMAA MxyVxL 2200

    MCx)800()1)(400()0)(400(

    5.0CMx

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    M

    V2 (0,1) = (yA2, yC2)V1(0.09,0.9) = (yA1, yC1)

    L1(0.17,0.03) = (xA1, xC1)

    L0(0.25,0) = (xA0, xC0)

    M(0.125,0.5) = (xAM, xCM)

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    (1)

    AMAA MxyVxL 1111

    MCCC MxyVxL 1111

    )125.0)(800()12.0()17.0( 11 VL

    )5.0)(800()9.0()03.0( 11 VL

    From the graph: xC1= 0.03 and yC1= 0.9;

    From the graph: xA1= 0.17 and yA1= 0.09;

    (2)

    24.58871.0 11 VL

    33.333,130 11 VL

    Solving eq(1) and eq(2) to get L1and V1;

    9.003.0,09.0,17.0 1111 CCAA yandxyx Answer49

    kgVandkgL 43.2518.570 11

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    Solution b):

    AMx)500()0)(100()25.0)(400(

    kgMVL 50010040020

    0.175.0,25.0 200 ABA yandxx

    Given:

    2.0AMx

    MCCC MxyVxL 2200

    Given:075.035.00.11 000

    BAc xxx

    AMAA MxyVxL 2200

    MCx)500()1)(100()0)(400(

    2.0CMx

    First stage

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    M

    V2 (0,1) = (yA2, yC2)V1(0.12,0.86) = (yA1, yC1)

    L1(0.17,0.03) = (xA1, xC1)

    L0(0.25,0) = (xA0, xC0)

    M(0.2,0.2) = (xAM, xCM)

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    (1)

    AMAA MxyVxL 1111

    MCCC MxyVxL 1111

    )125.0)(800()12.0()17.0( 11 VL

    )5.0)(800()9.0()03.0( 11 VL

    From the graph: xC1= 0.03 and yC1= 0.9;

    From the graph: xA1= 0.17 and yA1= 0.09;

    (2)

    24.58871.0 11 VL

    33.333,130 11 VL

    Solving eq(1) and eq(2) to get L1and V1;

    9.003.0,09.0,17.0 1111 CCAA yandxyxAnswer

    52

    kgVandkgL 43.2518.570 11

    % recovery in isopropyl solution is 96 93%