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Concentration Profiles for Styrene

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    Concentration profile for Granular Activated Carbon with averages of rwas data

    Concentration Q(L/min)

    Vg (L/min) Cin CI CII CIII Cout 0.5

    0.5 3651 1121 147 0 0 1

    0.5 3710 1178 196 27 19 2

    0.5 3780 1087 169 50 31 h0.5 3918 1206 334 111 37

    0.5 3862 1098 123 27 0 Q h

    0.5 3606 1202 241 63 21 0.5 0

    0.5 3839 935 180 23 9 0.25

    1 2042 0.5

    1 2042 872 201 18 0 0.75

    1 2017 833 162 11 0 1

    1 1673 654 172 20 0 1 0

    1 1961 763 183 21 10 0.25

    1 1891 784 183 55 15 0.5

    1 1948 753 175 20 12

    0.751 1462 624 180 37 22 1

    1 1628 683 177 27 19 2 0

    1 1624 673 160 25 22 0.25

    1 1759 725 185 27 20 0.5

    1 1758 425 182 40 19 0.75

    1 1750 769 211 58 33 1

    1 1849 735 199 40 20

    1 2139 752 194 56 28

    1 1966 732 190 44 18

    2 834

    2 834 328 230 73 41

    2 1018 570 218 103 98

    2 710 437 309 93 39

    2 867 589 308 106 49

    2 816 689 378 128 34

    2 811 625 211 119 47

    2 951 723 303 105 90

    2 895 703 356 115 82

    2 930 524 353 147 67

    2 921 534 338 119 50

    2 726 561 266 87 27

    2 740 518 251 80 44

    2 947 600 307 112 67

    2 1002 690 301 124 66

    2 1006 693 335 73 59

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    Averges of C at various height of the bed

    Cin CI CII CIII Cout

    3767 1118 199 43 17

    1831 718 184 33 16

    878 586 298 106 57

    0 0.25 0.5 0.75 1

    C/Cin In(C/Cin) Sqrt(C/Cin)

    1 0 1

    0.296875 -1.21444 0.5448628

    0.052746 -2.94227 0.22966503

    0.011371 -4.47672 0.10663336

    0.004478 -5.4085 0.06692045

    1 0 1

    0.392358 -0.93558 0.62638504

    0.100281 -2.29978 0.31667199

    0.01816 -4.00856 0.134757230.008709 -4.74341 0.09332137

    1 0 1

    0.666626 -0.40553 0.81647176

    0.338854 -1.08218 0.58211208

    0.120323 -2.11758 0.3468757

    0.06528 -2.72908 0.25549859

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    11.2

    0 0.2 0.4 0.6

    conc.

    ratio

    bed height, h (

    C/Cin;

    -6

    -5

    -4

    -3

    -2

    -1

    0

    1

    0 0.2 0.4 0.6 0.

    In(conc.

    ratio)

    bed height, h (

    In(C/Cin

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.

    conc.

    ratio

    bed height, h (%)

    (C/Cin)^0

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    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6

    conc.

    ratio

    bed height, h (%

    C/Cin;

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8

    conc.

    ratio

    bed height, h (%)

    (C/Cin)^0.5;

    -6

    -5

    -4

    -3

    -2

    -1

    0

    0 0.2 0.4 0.6 0.8

    In(conc.

    ratio)

    bed height, h (%)

    In(C/Cin);

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    y = -0.9106x + 0.7284

    R = 0.7217

    0.8 1 1.2

    %)

    Q = 0.5

    C/Cin

    Linear (C/Cin)

    y = -5.6317x + 0.0075

    R = 0.9916

    .8 1 1.2

    )

    ); Q = 0.5

    In(C/Cin)

    Linear (In(C/Cin))

    y = -0.9218x + 0.8505

    R = 0.8756

    1 1.2

    .5; Q = 0.5

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    11.2

    0 0.2 0.4 0.6 0.8 1

    conc.

    ratio

    bed height, h(%)

    C/Cin ; Q = 1

    -6

    -5

    -4

    -3

    -2

    -1

    0

    1

    0 0.2 0.4 0.6 0.8 1

    conc.

    ratio

    bed height, h (%)

    In(C/Cin) ; Q= 1

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1

    (conc.

    ratio)^0.5

    bed height, h (%)

    (C/Cin)^0.5; Q =

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    y = -0.9427x + 0.7753

    R = 0.7905

    1.2

    C/Cin

    Linear (C/Cin)

    y = -5.0239x + 0.1145

    R = 0.9863

    1.2

    In(C/Cin)

    Linear (In(C/Cin))

    y = -0.922x + 0.8952

    R = 0.9212

    .2

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    y =

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    conc.

    ratio

    bed height, h (%)

    C/Cin; Q= 2

    y =

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0.5

    0 0.2 0.4 0.6 0.8 1 1.2

    In(conc.

    ra

    tio)

    bed height, h (%)

    In(C/Cin); Q = 2

    I

    y =

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (conc.

    ratio)^0.5

    bed height, h (%)

    (C/Cin)^0.5; Q= 2

    Sq

    Lin

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    y = -1.2424x + 1

    R = 0.6707

    1.2

    C/Cin

    Linear (C/Cin)

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    conc.r

    atio

    bed height, h (%)

    C/Cin; Q= 2

    y = -1.0617x + 1

    R = 0.8895

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (conc.

    ratio)^0.5

    bed height, h (%)

    (C/Cin)^0.5; Q= 2

    Sq

    Lin

    y = -4.8713x

    R = 0.985

    1.2

    In(C/Cin)

    Linear (In(C/Cin))

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0 0.2 0.4 0.6 0.8 1 1.2

    In(conc.

    ratio)

    bed height, h (%)

    In(C/Cin); Q = 2

    I

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    -0.9663x + 0.9214

    R = 0.9446

    C/Cin

    Linear (C/Cin)

    -2.8681x + 0.1672

    R = 0.9806

    In(C/Cin)

    Linear (In(C/Cin))

    -0.7834x + 0.9919

    R = 0.9838

    rt(C/Cin)

    ear (Sqrt(C/Cin))

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    y = -1.0711x + 1

    R = 0.928

    C/Cin

    Linear (C/Cin)

    y = -0.7942x + 1

    R = 0.9835

    rt(C/Cin)

    ear (Sqrt(C/Cin))

    y = -2.6452x

    R = 0.9717

    n(C/Cin)

    inear (In(C/Cin))

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    Perlite

    Concentration

    Vg (L/min) Cin CI CII CIII Cout

    0.5 1046 616 384 0 0 early stage

    0.5 1068 621 378 5 0

    0.5 1099 775 390 13 0

    0.5 1065 797 416 10 0 late stage

    1 524 h

    1 524 312 129 25 24

    1 532 354 95 33 31

    1 525 337 40 0 0 Early stage

    1 578 347 44 16 0

    1 589 369 23 10 0

    1 611 357 26 0 0

    1 583 345 23 0 0

    1 540 308 38 10 0

    1 562 394 61 20 10

    1 576 371 50 15 0

    1 538 308 22 0 0

    1 616 331 29 0 0

    1 511 314 37 0 0

    1 540 321 29 0 0

    1 591 409 105 12 0

    1 557 396 114 10 0

    1 578 384 66 0 0

    1 531 304 47 0 0 Late stage

    1 543 466 251 37 29

    1 561 310 106 79 33

    1 504 294 118 49 34

    1 569 345 140 19 0

    1 566 318 106 0 0

    2 310

    2 310 162 63 22 24

    2 258 116 24 18 15

    2 253 129 37 21 37

    2 315 183 74 16 5

    2 267 164 25 18 11

    2 281 118 60 35 23

    2 246 169 72 27 15

    2 244 181 68 38 14

    2 239 144 61 24 16

    2 242 172 75 48 28

    2 287 148 51 20 18

    2 318 130 38 33 14

    2 231 91 65 30 18

    2 200 126 87 30 14

    2 255 155 74 45 35

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    2 243 205 89 53 29

    2 247 203 78 35 19

    2 343 212 50 36 19

    0.5 1062

    0.5 1062 746 407 154 56

    0.5 1109 719 640 309 64

    0.5 1116 591 546 352 94

    0.5 851 717 255 121 56

    0.5 869 505 300 137 22

    0.5 1018 717 393 130 22

    y = -0.9436x + 0.9391

    R = 0.9795

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    conc.

    ratio

    bed height, h (%)

    C/Cin; Q = 0.5

    C/Cin

    Linear (C/Cin)

    Concentration profile at the later stag

    the experiment. when q is reduced t

    L/min at empty bed residence time of

    through 90, as shown in the experim

    -3.5

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0.5

    0

    In(conc.

    ratio)

    y = -0.7643x

    R = 0.

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (conc.

    ratio)^0.5

    bed height, h (%)

    Sqrt(C/Cin); Q = 0.5

    Sqrt(C/Cin)

    Linear (Sqrt(

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    Averges of C at various height of the bed

    Q(L/min) Cin CI CII CIII Cout

    0.5 1069 702 392 7 0

    1 558 348 74 15 72 266 156 61 31 20

    0.5 1004 666 423 201 52

    0 0.25 0.5 0.75 1

    Q h C/Cin In(C/Cin) Sqrt(C/Cin)

    0.5 0 1 0 1

    0.25 0.656488 -0.42085 0.8102393

    0.5 0.366539 -1.00365 0.6054244

    0.75 0.006457 -5.04265 0.0803532

    1 0 #NUM! 0

    1 0 1 0 10.25 0.623463 -0.47247 0.7895966

    0.5 0.132652 -2.02003 0.3642139

    0.75 0.02622 -3.64123 0.161926

    1 0.012535 -4.37926 0.1119583

    2 0 1 0 1

    0.25 0.58748 -0.53191 0.7664723

    0.5 0.228537 -1.47606 0.4780555

    0.75 0.11514 -2.16161 0.3393227

    1 0.074082 -2.60258 0.2721805

    0.5 0 1 0 1

    0.25 0.663041 -0.41092 0.8142735

    0.5 0.421522 -0.86388 0.64924740.75 0.199724 -1.61082 0.446905

    1 0.052129 -2.95404 0.2283174

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.

    conc.r

    atio

    -6

    -5

    -4

    -3

    -2

    -1

    0

    1

    2

    0 0.2

    In(conc.

    rati

    o)

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2

    (conc.

    ratio)^0.5

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    e of

    0.5

    73

    ntal

    y = -2.8432x + 0.2537R = 0.9329

    0.2 0.4 0.6 0.8 1 1.2

    bed height, h (%)

    In(C/Cin); Q= 0.5

    In(C/Cin)

    Linear (In(C/Cin))

    + 1.0099

    973

    (C/Cin))

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    y = -1.06x + 0.9359

    R = 0.947

    0.4 0.6 0.8 1 1.2

    bed height, h (%)

    C/Cin; Q = 0.5

    C/Cin

    Linear (C/Cin)

    y = -6.2843x + 0.7398

    R = 0.7639

    0.4 0.6 0.8

    bed height, h (%)

    In(C/Cin); Q = 0.5

    In(C/Cin)

    Linear (In(C/Cin))

    y = -1.092x + 1.0452

    R = 0.9512

    0.4 0.6 0.8 1 1.2

    bed height, h (%)

    (C/Cin)^0.5; Q = 0.5

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4

    conc.

    ratio

    bed h

    -5

    -4

    -3

    -2

    -1

    0

    1

    0 0.2 0.4 0.

    In(conc.

    rati

    o)

    bed heig

    In(

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.

    (conc.

    Ratio)^0.5

    bed heig

    Sqr

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    y = -1.0289x + 0.8734

    R = 0.8673

    0.6 0.8 1 1.2

    ight, h (%)

    /Cin; Q= 1

    C/Cin

    Linear (C/Cin)

    y = -4.7709x + 0.2829

    R = 0.972

    .6 0.8 1 1.2

    ht, h (%)

    C/Cin); Q = 1

    In(C/Cin)

    Linear (In(C/Cin))

    y = -0.9615x + 0.9663

    R = 0.9378

    6 0.8 1 1.2

    t, h (%)

    (C/Cin); Q = 1

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.

    conc.

    ratio

    bed height, h (%)

    C/Cin;

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0.5

    0 0.2 0.4 0.6 0.8

    In(conc.

    ratio)

    bed height, h (%)

    In(C/Cin);

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8

    (cocnc.

    ratio)^0.5

    bed height, h (%)

    Sqrt(C/

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    y = -0.9297x + 0.8659

    R = 0.8828

    1 1.2

    = 2

    C/Cin

    Linear (C/Cin)

    y = -2.7339x + 0.0125

    R = 0.9865

    1 1.2

    Q = 2

    In(C/Cin)

    Linear (In(C/Cin))

    y = -0.7531x + 0.9478

    R = 0.9482

    1 1.2

    in)

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

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    GAC

    Order of kinetics Range of R2

    Zero Order with reaction limitation 0.8828 - 0.947

    Zero order with diffusion limitation 0.9482 - 0.9512

    First order kinetics 0.7639 - 0.9865

    GAC1

    Order of kinetics Q R2 grad

    Zero Order with reaction limitation 0.5 0.7219 -0.9108

    Zero order with diffusion limitation 0.5 0.8757 -0.9222

    First order kinetics 0.5 0.9915 -5.6389

    Zero Order with reaction limitation 1 0.7911 -0.9428

    Zero order with diffusion limitation 1 0.9212 -0.921

    First order kinetics 1 0.9859 -4.9991

    Zero Order with reaction limitation 2 0.9464 -0.9674

    Zero order with diffusion limitation 2 0.9848 -0.7855

    First order kinetics 2 0.98 -2.8821

    GAC1

    Order of kinetics Q R2 grad

    Zero Order with reaction limitation 0.5 0.551 -1.2727

    Zero order with diffusion limitation 0.5 0.8145 -1.1213

    First order kinetics 0.5 0.9915 -5.6273

    Zero Order with reaction limitation 1 0.6716 -1.2419

    Zero order with diffusion limitation 1 0.8896 -1.0603

    First order kinetics 1 0.9846 -4.8506

    Zero Order with reaction limitation 2 0.9305 -1.07041

    Zero order with diffusion limitation 2 0.9846 -0.7942

    First order kinetics 2 0.9705 -2.6499

    Perlite1Order of kinetics Q R

    2grad

    Zero Order with reaction limitation 0.5 0.9692 -0.993

    Zero order with diffusion limitation 0.5 0.9935 -0.8474

    First order kinetics 0.5 0.9392 -3.4721

    Zero Order with reaction limitation 1 0.8678 -1.0283

    Zero order with diffusion limitation 1 0.9378 -0.959

    First order kinetics 1 0.9716 4.7283

    Zero Order with reaction limitation 2 0.8871 -0.9292

    Zero order with diffusion limitation 2 0.9513 -0.7501

    First order kinetics 2 0.9877 -2.7075

    Perlite1Order of kinetics Q R

    2grad

    Zero Order with reaction limitation 0.5 0.9591 -1.0756

    Zero order with diffusion limitation 0.5 0.9925 -0.8256

    First order kinetics 0.5 0.9143 -3.0106

    Zero Order with reaction limitation 1 0.8329 -1.1967

    Zero order with diffusion limitation 1 0.9347 -1.0039

    First order kinetics 1 0.9628 -4.3596

    Zero Order with reaction limitation 2 0.8404 -1.1034

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    Zero order with diffusion limitation 2 0.9401 -0.8164

    First order kinetics 2 0.9875 -2.6829

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    Floating Regression

    k

    -0.4554

    -0.4611

    -2.81945

    -0.9428

    -0.921

    -4.9991

    -1.9348

    -1.571

    -5.7642

    Fixed Regression

    k

    -0.63635

    -0.56065

    -2.81365

    -1.2419

    -1.0603

    -4.8506

    -2.14082

    -1.5884

    -5.2998

    Floating Regressionk

    -0.4965

    -0.4237

    -1.73605

    -1.0283

    -0.959

    4.7283

    -1.8584

    -1.5002

    -5.415

    Fixed Regressionk

    -0.5378

    -0.4128

    -1.5053

    -1.1967

    -1.0039

    -4.3596

    -2.2068

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    -1.6328

    -5.3658

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    Concentration profile for Granular Activated Carbon

    0 0.25 0.5

    Concentration Calculated mass concentrations

    Vg (L/min) Cin CI CII CIII Cout Cin/Cin CI/Cin CII/Cin

    0.5 3651 1121 147 0 0 1 0.30703 0.040221

    0.5 3710 1178 196 27 19 1 0.317541 0.052807

    0.5 3780 1087 169 50 31 1 0.287632 0.0445880.5 3918 1206 334 111 37 1 0.307881 0.085363

    0.5 3862 1098 123 27 0 1 0.284223 0.031973

    0.5 3606 1202 241 63 21 1 0.333301 0.066965

    0.5 3839 935 180 23 9 1 0.243636 0.046881

    1 2042

    1 2042 872 201 18 0 1 0.427181 0.0983

    1 2017 833 162 11 0 1 0.412876 0.08011

    1 1673 654 172 20 0 1 0.390801 0.102715

    1 1961 763 183 21 10 1 0.388831 0.093517

    1 1891 784 183 55 15 1 0.414692 0.096821

    1 1948 753 175 20 12

    1 0.386642 0.0897141 1462 624 180 37 22 1 0.427151 0.123398

    1 1628 683 177 27 19 1 0.419745 0.108599

    1 1624 673 160 25 22 1 0.414346 0.098466

    1 1759 725 185 27 20 1 0.41203 0.105408

    1 1758 425 182 40 19 1 0.241542 0.10363

    1 1750 769 211 58 33 1 0.439219 0.120449

    1 1849 735 199 40 20 1 0.3977 0.107561

    1 2139 752 194 56 28 1 0.351643 0.09084

    1 1966 732 190 44 18 1 0.372244 0.096827

    2 834

    2 834 328 230 73 41 1 0.393008 0.276278

    2 1018 570 218 103 98 1 0.559623 0.2138432 710 437 309 93 39 1 0.615264 0.434954

    2 867 589 308 106 49 1 0.678863 0.355042

    2 816 689 378 128 34 1 0.844711 0.463002

    2 811 625 211 119 47 1 0.771041 0.259763

    2 951 723 303 105 90 1 0.760227 0.318698

    2 895 703 356 115 82 1 0.785475 0.397765

    2 930 524 353 147 67 1 0.563309 0.379047

    2 921 534 338 119 50 1 0.579266 0.367258

    2 726 561 266 87 27 1 0.772396 0.366732

    2 740 518 251 80 44 1 0.699851 0.339507

    2 947 600 307 112 671 0.633476 0.324103

    2 1002 690 301 124 66 1 0.688583 0.300848

    2 1006 693 335 73 59 1 0.688725 0.333124

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    0.75 1 h

    Averages of C/Cin

    CIII/Cin Cout/Cin Q h C/Cin In(C/Cin)

    0 0 0.5 0 1 0

    0.007267 0.005191 0.25 0.29732 -1.21294

    0.013115 0.008279 0.5 0.052686 -2.943410.028275 0.009499 0.75 0.011282 -4.48451

    0.006895 0 1 0.004459 -5.41279

    0.017485 0.005782 1 0 1 0

    0.005939 0.002464 0.25 0.39311 -0.93367

    0.5 0.10109 -2.29174

    0.008742 0 0.75 0.018327 -3.9994

    0.005442 0 1 0.008951 -4.71603

    0.012076 0 2 0 1 0

    0.010538 0.004976 0.25 0.668921 -0.40209

    0.029283 0.008024 0.5 0.341998 -1.07295

    0.010453 0.006231 0.75 0.121052 -2.111530.025151 0.015307 1 0.064065 -2.74786

    0.016792 0.011798

    0.015213 0.013683

    0.01518 0.011445

    0.02266 0.010753

    0.033066 0.018843

    0.021826 0.010682

    0.025967 0.013324

    0.022511 0.009195

    0.087273 0.04964

    0.100931 0.0961710.131353 0.054329

    0.122748 0.056533

    0.157367 0.041989

    0.146511 0.057856

    0.110588 0.0943

    0.128492 0.09162

    0.158197 0.072228

    0.128838 0.053812

    0.120136 0.037003

    0.108476 0.059908

    0.118523 0.0711560.12355 0.065497

    0.072799 0.058934

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    Sqrt(C/Cin)

    1

    0.5452709

    0.22953330.1062185

    0.066777

    1

    0.6269845

    0.3179471

    0.1353757

    0.0946079

    1

    0.817876

    0.5848056

    0.34792550.2531109

    y = -0.9108x + 0.

    R = 0.7219

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    conc.r

    atio

    bed height, h %

    C/Cin, Q=0.5

    C/Cin

    Linear (C/

    y = -1.2727

    R = 0.5

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    conc.r

    atio

    bed height, h %

    C/Cin, Q=0.5

    C/

    y = -0.9428x + 0.

    R = 0.7911

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    conc.r

    atio

    bed height, h %

    C/Cin, Q=1

    C/Cin

    Linear (C/Ci

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    y = -1.2419x +

    R = 0.6716

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    conc.

    ratio

    bed height, h %

    C Cin, Q=1

    C/Cin

    Linear (C/Ci

    y = -0.9679x + 0.923

    R = 0.9464

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    conc.

    ratio

    bed height, h %

    C/Cin, Q= 2

    C/Cin

    Linear (C/Ci

    y = -1.0704x +

    R = 0.9305

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    conc.

    ratio

    bed height, h %

    C/Cin, Q=2

    C/Cin

    Linear (C/Ci

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    7286

    in)

    x + 1

    1

    Cin

    y = -0.9222x + 0.8507

    R = 0.8757

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (conc.

    ratio)^0.5

    bed height, h %

    Sqrt(C/Cin), Q=0.5

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    y = -1.1213x + 1

    R = 0.8145

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (conc.

    ratio)^0.5

    bed height, h %

    Sqrt(C/Cin), Q=0.5

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    757

    in)

    y = -0.921x + 0.8955

    R = 0.9212

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (conc.r

    atio)^0.5

    bed height, h %

    Sqrt(C/Cin), Q =1

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

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    1

    in)

    y = -1.0603x + 1

    R = 0.8896

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (conc.ra

    tio)^0.5

    bed height, h %

    Sqrt(C/Cin), Q=1

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    2

    )

    1

    )

    y = -0.7855x + 0.9935

    R = 0.9848

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (conc.r

    atio)^0.5

    bed height, h %

    Sqrt(C/Cin), Q= 2

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    y = -0.7942x + 1

    R = 0.9846

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (conc.r

    atio)^0.5

    bed height, h %

    Sqrt(C/Cin), Q=2

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

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    y = -5.6389x + 0.0087

    R = 0.9915

    -6

    -5

    -4

    -3

    -2

    -1

    0

    1

    0 0.2 0.4 0.6 0.8 1 1.2

    In(conc.r

    atio)

    bed height, h %

    In(C/Cin), Q=0.5

    In(C/Cin)

    Linear (In(C/Cin))

    y = -5.6273x

    R = 0.9915

    -6

    -5

    -4

    -3

    -2

    -1

    0

    0 0.2 0.4 0.6 0.8 1 1.2

    In(conc.r

    atio)

    bed height, h %

    In(C/Cin), Q=0.5

    In(C/Cin)

    Linear (In(C/Cin))

    y = -4.9991x + 0.1114

    R = 0.9859

    -6

    -5

    -4

    -3

    -2

    -1

    0

    1

    0 0.2 0.4 0.6 0.8 1 1.2

    In(conc.ratio)

    bed height, h %

    In(C/Cin), Q=1

    In(C/Cin)

    Linear (In(C/Cin))

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    y = -4.8506x

    R = 0.9846

    -6

    -5

    -4

    -3

    -2

    -1

    0

    0 0.2 0.4 0.6 0.8 1 1.2

    In(conc.r

    atio)

    bed height, h %

    In(C/Cin), Q=1

    In(C/Cin)Linear (In(C/Cin))

    y = -2.8821x + 0.1741

    R = 0.98

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0.5

    0 0.2 0.4 0.6 0.8 1 1.2

    In(conc.r

    atio)

    bed height h, %

    In(C/Cin), Q=2

    In(C/Cin)

    Linear (In(C/Cin))

    y = -2.6499x

    R = 0.9705

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0 0.2 0.4 0.6 0.8 1 1.2

    In(conc.r

    atio)

    bed height h, %

    In(C/Cin), Q=2

    In(C/Cin)

    Linear (In(C/Cin))

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    Perlite Adjusted

    0 0.25 0.5

    Concentration Calculated mass concentrations

    Vg (L/min) Cin CI CII CIII Cout Cin/Cin CI/Cin CII/Cin

    0.5 1046 616 384 0 0 1 0.589336 0.36683

    0.5 1068 621 378 5 01 0.581461 0.353933

    0.5 1099 775 390 13 0 1 0.704648 0.354791

    0.5 1065 797 416 10 0 1 0.747952 0.391019

    0.5 1062 746 407 154 56 1 0.702374 0.383119

    0.5 1109 719 640 309 64 1 0.648197 0.576788

    0.5 1116 591 546 352 94 1 0.529125 0.488911

    0.5 851 717 255 121 56 1 0.843398 0.299354

    0.5 869 505 300 137 22 1 0.580836 0.344809

    0.5 1018 717 393 130 22 1 0.704481 0.386103

    1 524

    1 524 312 129 25 24 1 0.596429 0.246385

    1 532 354 95 33 31 1 0.665414 0.178571

    1 525 337 40 0 0 1 0.642125 0.076331

    1 578 347 44 16 0 1 0.599554 0.076124

    1 589 369 23 10 0 1 0.626867 0.039103

    1 611 357 26 0 0 1 0.584744 0.042911

    1 583 345 23 0 0 1 0.591935 0.040132

    1 540 308 38 10 0 1 0.571212 0.069778

    1 562 394 61 20 10 1 0.701212 0.10915

    1 576 371 50 15 0 1 0.642888 0.086677

    1 538 308 22 0 0 1 0.572853 0.041668

    1 616 331 29 0 01 0.53717 0.047067

    1 511 314 37 0 0 1 0.613954 0.072305

    1 540 321 29 0 0 1 0.595439 0.054037

    1 591 409 105 12 0 1 0.692093 0.177187

    1 557 396 114 10 0 1 0.711713 0.205535

    1 578 384 66 0 0 1 0.664496 0.114751

    1 531 304 47 0 0 1 0.572184 0.089123

    1 543 466 251 37 29 1 0.858392 0.462362

    1 561 310 106 79 33 1 0.553089 0.189786

    1 504 294 118 49 34 1 0.583335 0.234099

    1 569 345 140 19 0 1 0.606409 0.245316

    1 566 318 106 0 0 1 0.562216 0.1875432 310

    2 310 162 63 22 24 1 0.522166 0.203644

    2 258 116 24 18 15 1 0.448851 0.093071

    2 253 129 37 21 37 1 0.511539 0.146795

    2 315 183 74 16 5 1 0.580512 0.235549

    2 267 164 25 18 11 1 0.613398 0.095272

    2 281 118 60 35 23 1 0.418738 0.214253

    2 246 169 72 27 15 1 0.685328 0.293131

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    2 244 181 68 38 14 1 0.741089 0.278689

    2 239 144 61 24 16 1 0.601529 0.255491

    2 242 172 75 48 28 1 0.710403 0.309023

    2 287 148 51 20 18 1 0.516826 0.176261

    2 318 130 38 33 14 1 0.408547 0.120706

    2 231 91 65 30 18 1 0.392727 0.280973

    2 200 126 87 30 141 0.63172 0.43539

    2 255 155 74 45 35 1 0.608269 0.290903

    2 243 205 89 53 29 1 0.845139 0.365798

    2 247 203 78 35 19 1 0.822033 0.314392

    2 343 212 50 36 19 1 0.619183 0.147117

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    0.75 1 h

    Averages of C/Cin

    CIII/Cin Cout/Cin Q h C/Cin In(C/Cin) Sqrt(C/Cin)

    0 0 0.5 0 1 0 1

    0.004682 0 0.25 0.663181 -0.41071 0.814359230.01184 0 0.5 0.394566 -0.92997 0.62814459

    0.00902 0 0.75 0.119238 -2.12663 0.34530917

    0.14525 0.052875 1 0.030739 -3.48222 0.17532554

    0.278518 0.057312 1 0 1 0 1

    0.315587 0.084607 0.25 0.623727 -0.47204 0.78976395

    0.142398 0.065885 0.5 0.134171 -2.00864 0.36629411

    0.157441 0.024812 0.75 0.026733 -3.62186 0.16350162

    0.127648 0.021899 1 0.013096 -4.33545 0.11443772

    2 0 1 0 1

    0.048391 0.046299 0.25 0.593222 -0.52219 0.77020901

    0.06203 0.058271 0.5 0.23647 -1.44193 0.48628173

    0 0 0.75 0.118394 -2.13374 0.34408463

    0.027692 0 1 0.075878 -2.57863 0.27545971

    0.016858 0

    0 0

    0 0

    0.0176 0

    0.0361 0.018005

    0.026216 0

    0 0

    0 00 0

    0 0

    0.019708 0

    0.018628 0

    0 0

    0 0

    0.068234 0.053132

    0.141577 0.058573

    0.097603 0.066929

    0.034218 0

    0 0

    0.070737 0.078491

    0.069219 0.056844

    0.084791 0.145977

    0.049246 0.015861

    0.068672 0.040692

    0.125898 0.083054

    0.109468 0.061222

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    0.157634 0.05704

    0.099594 0.065326

    0.199967 0.116856

    0.070629 0.062019

    0.102097 0.043902

    0.13109 0.077587

    0.150731 0.0711170.177652 0.138667

    0.216705 0.119741

    0.141898 0.076412

    0.105067 0.054995

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    y = -0.993x + 0.938

    R = 0.9692

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    conc.

    ratio

    bed height, h %

    C/Cin, Q=0.5

    C/Cin

    Linear (C/Cin)

    y = -1.0756x + 1

    R = 0.9591

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    c

    onc.

    ratio

    bed height, h %

    C/Cin, Q=0.5

    C/Cin

    Linear (C/Cin)

    y = -1.0283x + 0.8737

    R = 0.8678

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    cocn.

    ratio

    bed height, h %

    C/Cin, Q=1

    C/Cin

    Linear (C/Cin)

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    y = -1.1967x + 1

    R = 0.8329

    -0.4

    -0.2

    0

    0.2

    0.4

    0.60.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    cocn.

    ratio

    bed height, h %

    C/Cin, Q=1

    C/Cin

    Linear (C/Cin)

    y = -0.9292x + 0.8694

    R = 0.8871

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    conc.

    ratio

    bed height, h %

    C/Cin, Q=2

    C/Cin

    Linear (C/Cin)

    y = -1.1034x + 1

    R = 0.8404

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    conc.

    ratio

    bed height, h %

    C/Cin, Q=2

    C/Cin

    Linear (C/Cin)

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    y = -0.8474x + 1.0163R = 0.9935

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (conc.

    ratio)^0.5

    bed height, h %

    Sqrt(C/Cin), Q= 0.5

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    y = -0.8256x + 1

    R = 0.9925

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (co

    nc.r

    atio)^0.

    5

    bed height, h %

    Sqrt(C/Cin), Q= 0.5

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    -4

    -3.5

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0.5

    1

    0

    ln(conc.

    ratio)

    -4

    -3.5

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0

    ln(conc.

    ratio)

    y = -0.959x + 0.9663

    R = 0.9378

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (conc.r

    atio)^0.

    5

    Sqrt(C/Cin), Q=1

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    -5

    -4

    -3

    -2

    -1

    0

    1

    0

    ln(conc.r

    atio)

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    ,

    y = -1.0039x + 1

    R = 0.9347

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (conc.

    ratio)^0.5

    bed height, h%

    Sqrt(C/Cin), Q=1

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    -5

    -4

    -3

    -2

    -1

    0

    0

    ln(conc.

    ratio)

    y = -0.7501x + 0.9502

    R = 0.9513

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (conc.

    ratio)^0.5

    bed height, h %

    Sqrt(C/Cin), Q=2

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    y = -0.8164x + 1

    R = 0.9401

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8 1 1.2

    (conc.r

    atio)^0.5

    bed height, h %

    Sqrt(C/Cin), Q=2

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0.5

    0

    ln(conc.r

    atio)

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0

    ln(conc.ra

    tio)

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    y = -3.4721x + 0.3462

    R = 0.9392

    0.2 0.4 0.6 0.8 1 1.2

    bed height, h %

    In(C/Cin), Q=0.5

    In(C/Cin)

    Linear (In(C/Cin))

    y = -3.0106x

    R = 0.9143

    0.2 0.4 0.6 0.8 1 1.2

    bed height, h %

    In(C/Cin), Q=0.5

    In(C/Cin)

    Linear (In(C/Cin))

    y = -4.7283x + 0.2765

    R = 0.9716

    0.2 0.4 0.6 0.8 1 1.2

    In(C/Cin), Q=1

    In(C/Cin)

    Linear (In(C/Cin))

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    ,

    y = -4.3596x

    R = 0.9628

    0.2 0.4 0.6 0.8 1 1.2

    bed height, h %

    In(C/Cin), Q=1

    In(C/Cin)

    Linear (In(C/Cin))

    y = -2.7075x + 0.0185

    R = 0.9877

    0.2 0.4 0.6 0.8 1 1.2

    bed height, h %

    In(C/Cin), Q=2

    In(C/Cin)

    Linear (In(C/Cin))

    y = -2.6829x

    R = 0.9875

    0.2 0.4 0.6 0.8 1 1.2

    bed height, h %

    In(C/Cin), Q=2

    In(C/Cin)

    Linear (In(C/Cin))

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    Tables of Values for R2, Q, gradient and k for boat floating and fixed intercept, when Granular Activated Carb

    GAC1 Floating Regression

    Order of kinetics Q R2

    grad k

    Zero Order with reaction limitation 0.5 0.7219 -0.9108 -0.4554

    Zero Order with reaction limitation 1 0.7911 -0.9428 -0.9428

    Zero Order with reaction limitation 2 0.9464 -0.9674 -1.9348

    Zero order with diffusion limitation 0.5 0.8757 -0.9222 -0.4611Zero order with diffusion limitation 1 0.9212 -0.921 -0.921

    Zero order with diffusion limitation 2 0.9848 -0.7855 -1.571

    First order kinetics 0.5 0.9915 -5.6389 -2.81945

    First order kinetics 1 0.9859 -4.9991 -4.9991

    First order kinetics 2 0.98 -2.8821 -5.7642

    GAC1 Fixed Regression

    Order of kinetics Q R2

    grad k

    Zero Order with reaction limitation 0.5 0.551 -1.2727 -0.63635

    Zero Order with reaction limitation 1 0.6716 -1.2419 -1.2419

    Zero Order with reaction limitation 2 0.9305 -1.07041 -2.14082Zero order with diffusion limitation 0.5 0.8145 -1.1213 -0.56065

    Zero order with diffusion limitation 1 0.8896 -1.0603 -1.0603

    Zero order with diffusion limitation 2 0.9846 -0.7942 -1.5884

    First order kinetics 0.5 0.9915 -5.6273 -2.81365

    First order kinetics 1 0.9846 -4.8506 -4.8506

    First order kinetics 2 0.9705 -2.6499 -5.2998

    Perlite1 Floating Regression

    Order of kinetics Q R2

    grad k

    Zero Order with reaction limitation 0.5 0.9692 -0.993 -0.4965

    Zero Order with reaction limitation 1 0.8678 -1.0283 -1.0283

    Zero Order with reaction limitation 2 0.8871 -0.9292 -1.8584

    Zero order with diffusion limitation 0.5 0.9935 -0.8474 -0.4237

    Zero order with diffusion limitation 1 0.9378 -0.959 -0.959

    Zero order with diffusion limitation 2 0.9513 -0.7501 -1.5002

    First order kinetics 0.5 0.9392 -3.4721 -1.73605

    First order kinetics 1 0.9716 -4.7283 -4.7283

    First order kinetics 2 0.9877 -2.7075 -5.415

    Perlite1 Fixed Regression

    Order of kinetics Q R2

    grad k

    Zero Order with reaction limitation 0.5 0.9591 -1.0756 -0.5378

    Zero Order with reaction limitation 1 0.8329 -1.1967 -1.1967

    Zero Order with reaction limitation 2 0.8404 -1.1034 -2.2068

    Zero order with diffusion limitation 0.5 0.9925 -0.8256 -0.4128

    Zero order with diffusion limitation 1 0.9347 -1.0039 -1.0039

    Zero order with diffusion limitation 2 0.9401 -0.8164 -1.6328

    First order kinetics 0.5 0.9143 -3.0106 -1.5053

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    First order kinetics 1 0.9628 -4.3596 -4.3596

    First order kinetics 2 0.9875 -2.6829 -5.3658

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    n and Perlite were used as packing bed materials. Results, were achieved as shown in previous sheets

    GAC1 FIXED

    Order of kinetics Q R2

    grad k Q

    First order kinetics 0.5 0.9915 -5.6273 -2.81365 0.5

    First order kinetics 1 0.9846 -4.8506 -4.8506

    First order kinetics 2 0.9705 -2.6499 -5.2998

    kavrg -4.32135

    1

    2

    Perlite1 Fixed

    Order of kinetics Q R2

    grad k QFirst order kinetics 0.5 0.9143 -3.0106 -1.5053 0.5

    First order kinetics 1 0.9628 -4.3596 -4.3596

    First order kinetics 2 0.9875 -2.6829 -5.3658

    kavrg -3.74357

    1

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    -6 -5 -4 -3 -2 -1 0

    Cpredicted

    Cactual

    Cpredicted vs Cactual , Q=0.5

    Cpredicted

    Linear (Cpredicted)

    -6

    -5

    -4

    -3

    -2

    -1

    0

    -5 -4 -3 -2 -1 0

    Cpredicted

    Cactual

    Cpredicted vs Cactual, Q=1

    Cpredicted

    Linear (Cpredicted)

    -3

    Whe

    In(C/

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    2

    -1.8

    -1.6

    -1.4

    -1.2

    -1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    -4 -3 -2 -1 0

    Cpr

    edicted

    CactualCpredicted vs Cactual, Q=0.5

    Cpredicted

    Linear (Cpredicted)

    Where, Cpredicted is calculated values of In(C/Cin)= h x k; Cactual is

    In(C/Cin)from raw data

    -6

    -5

    -4

    -3

    -2

    -1

    0

    -3 -2.5 -2 -1.5 -1 -0.5 0

    Cpredicted

    CactualCpredicted vs Cactual, Q=2

    Cpredicted

    Linear (Cpredicted)

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    (i.e. GAC1, Perlite1 and R2 tables). average of

    Predicted Actual actual predict predicted actual

    h Cpredicted Cactual C/Cin C/Cin kavrg*h Cpavrg Cacavrg

    0 0 0 1 1 0 0 0

    0.25 -0.70341 -1.21294 0.297322 0.494894 -1.08034 -1.08034 -0.84957

    0.5 -1.40683 -2.94341 0.052686 0.24492 -2.16068 -2.16068 -2.1027

    0.75 -2.11024 -4.48451 0.011282 0.121209 -3.24101 -3.24101 -3.531811 -2.81365 -5.41279 0.004459 0.059986 -4.32135 -4.32135 -4.29223

    0 0 0 1 1

    0.25 -1.21265 -0.93367 0.393108 0.297408

    0.5 -2.4253 -2.29174 0.10109 0.088452

    0.75 -3.63795 -3.9994 0.018327 0.026306

    1 -4.8506 -4.71603 0.008951 0.007824

    0 0 0 1 1

    0.25 -1.32495 -0.40209 0.668921 0.265816

    0.5 -2.6499 -1.07295 0.341998 0.070658

    0.75 -3.97485 -2.11153 0.121053 0.018782

    1 -5.2998 -2.74786 0.064065 0.004993

    average of

    Actual Predicted predicted actual

    h Cpredicted Cactual C/Cin C/Cin kavrg*h Cpavrg Cacavrg

    0 0 0 1 1 0 0 0

    0.25 -0.37633 -0.41071 0.663181 0.686379 -0.93589 -0.93589 -0.46831

    0.5 -0.75265 -0.92997 0.394566 0.471116 -1.87178 -1.87178 -1.46018

    0.75 -1.12898 -2.12663 0.119238 0.323365 -2.80768 -2.80768 -2.62741

    1 -1.5053 -3.48222 0.030739 0.221951 -3.74357 -3.74357 -3.46543

    0 0 0 1 1

    0.25 -1.0899 -0.47204 0.623727 0.33625

    -6

    -5

    -4

    -3

    -2

    -1

    0

    -2.5 -2 -1.5 -1 -0.5 0

    Cpredicted

    CactualCpredicted vs Cactual, Q=2

    Cpredicted

    Linear (Cpredicted)

    re, Cpredicted is calculated values of In(C/Cin)= h x k; Cactual is

    Cin)from raw data

    -5 -4 -3 -

    kaverage*h

    Cacavrg

    k average for all Q at vario

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    0.5 -2.1798 -2.00864 0.134171 0.113064

    0.75 -3.2697 -3.62186 0.026733 0.038018

    1 -4.3596 -4.33545 0.013096 0.012784

    0 0 0 1 1

    0.25 -1.34145 -0.52219 0.593222 0.261466

    0.5 -2.6829 -1.44193 0.23647 0.068365

    0.75 -4.02435 -2.13374 0.118394 0.017875

    1 -5.3658 -2.57863 0.075878 0.004674

    -5

    -4

    -3

    -2

    -1

    0

    -5 -4 -3 -2 -1 0

    Cp

    redicted

    CactualCpredicted vs Cactual, Q=1

    Cpredicted

    Linear (Cpredicted)

    -4

    -3.5

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    -4 -3 -2 -1 0

    kaverage*h

    Cacavrg

    k average for all Q at various h vs average of Cactual at various h

    kavrg*h

    Linear (kavrg*h)

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    GAC1 Float Predicted

    Order of kinetics Q R2

    grad k Q h Cpredicted

    First order kinetics 0.5 0.9915 -5.6389 -2.81945 0.5 0 0

    First order kinetics 1 0.9859 -4.9991 -4.9991 0.25 -0.70486

    First order kinetics 2 0.98 -2.8821 -5.7642 0.5 -1.40973

    kavrg -4.52758 0.75 -2.11459

    1 -2.819451 0 0

    0.25 -1.24978

    0.5 -2.49955

    0.75 -3.74933

    1 -4.9991

    2 0 0

    0.25 -1.44105

    0.5 -2.8821

    0.75 -4.32315

    1 -5.7642

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    -6 -5 -4 -3 -2 -1 0

    Cpredicted

    CactualCpredicted vs Cactual , Q=0.5

    Cpredicted

    Linear (Cpred

    -4

    -3

    -2

    -1

    0

    -5 -4 -3 -2 -1 0

    Cpredicted

    Cactual

    Cpredicted vs Cactual , Q=1

    Cpredicted

    Linear (Cpred

    -5

    -4.5

    -4

    -3.5

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    2 -1 0

    s h vs average of Cactual at various h

    kavrg*h

    Linear (kavrg*h)

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    -6

    -5

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    Actual actual predict

    Cactual C/Cin C/Cin

    0 1 1

    -1.21294 0.297322 0.494177

    -2.94341 0.052686 0.24421

    -4.48451 0.011282 0.120683

    -5.41279 0.004459 0.0596390 1 1

    -0.93367 0.393108 0.286569

    -2.29174 0.10109 0.082122

    -3.9994 0.018327 0.023534

    -4.71603 0.008951 0.006744

    0 1 1

    -0.40209 0.668921 0.236679

    -1.07295 0.341998 0.056017

    -2.11153 0.121053 0.013258

    -2.74786 0.064065 0.003138

    icted)

    icted)

    -7

    -6

    -5

    -4

    -3

    -2

    -1

    0

    -3 -2.5 -2 -1.5 -1 -0.5 0

    Cpredicted

    CactualCpredicted vs Cactual , Q=2

    Cpredicted

    Linear (Cpredicted)

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    Perlite with averages of raw data

    Concentration

    Vg (L/min) Cin CI CII CIII Cout

    0.5 1046 616 384 0 0

    0.5 1068 621 378 5 0

    0.5 1099 775 390 13 0

    0.5 1065 797 416 10 0

    0.5 1062 746 407 154 56 h0.5 1109 719 640 309 64

    0.5 1116 591 546 352 94

    0.5 851 717 255 121 56

    0.5 869 505 300 137 22

    0.5 1018 717 393 130 22

    1 524

    1 524 312 129 25 24

    1 532 354 95 33 31

    1 525 337 40 0 0

    1 578 347 44 16 0

    1 589 369 23 10 0

    1 611 357 26 0 0

    1 583 345 23 0 0

    1 540 308 38 10 0

    1 562 394 61 20 10

    1 576 371 50 15 0

    1 538 308 22 0 0

    1 616 331 29 0 0

    1 511 314 37 0 0

    1 540 321 29 0 0

    1 591 409 105 12 0

    1 557 396 114 10 0

    1 578 384 66 0 0

    1 531 304 47 0 0

    1 543 466 251 37 29

    1 561 310 106 79 33

    1 504 294 118 49 34

    1 569 345 140 19 0

    1 566 318 106 0 0

    2 310

    2 310 162 63 22 24

    2 258 116 24 18 15

    2 253 129 37 21 37

    2 315 183 74 16 5

    2 267 164 25 18 11

    2 281 118 60 35 23

    2 246 169 72 27 15

    2 244 181 68 38 14

    2 239 144 61 24 16

    2 242 172 75 48 28

    2 287 148 51 20 18

    2 318 130 38 33 14

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    2 231 91 65 30 18

    2 200 126 87 30 14

    2 255 155 74 45 35

    2 243 205 89 53 29

    2 247 203 78 35 19

    2 343 212 50 36 19

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    Averges of C at various height of the bed

    Q(L/min) Cin CI CII CIII Cout

    0.5 1030 680 411 123 31

    1 558 348 74 15 7

    2 266 156 61 31 20

    0 0.25 0.5 0.75 1

    Q h C/Cin In(C/Cin) Sqrt(C/Cin)

    0.5 0 1 0 1

    0.25 0.66032 -0.41503 0.8126008

    0.5 0.398692 -0.91957 0.6314203

    0.75 0.119474 -2.12465 0.3456507

    1 0.030484 -3.49057 0.1745955

    1 0 1 0 1

    0.25 0.623463 -0.47247 0.7895966

    0.5 0.132652 -2.02003 0.3642139

    0.75 0.02622 -3.64123 0.1619261 0.012535 -4.37926 0.1119583

    2 0 1 0 1

    0.25 0.58748 -0.53191 0.7664723

    0.5 0.228537 -1.47606 0.4780555

    0.75 0.11514 -2.16161 0.3393227

    1 0.074082 -2.60258 0.2721805

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4

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    -0.4

    -0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4

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    y = -0.992x + 0.9378

    R = 0.9696

    0.6 0.8 1 1.2

    C/Cin, Q=0.5

    C/Cin

    Linear (C/Cin)

    y = -1.0749x + 1

    R = 0.9594

    0.6 0.8 1 1.2

    C/Cin, Q=0.5

    C/Cin

    Linear (C/Cin)

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8

    Sqrt(C/Cin

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8

    Sqrt(C/Cin

    y = -1.0289x + 0.8734

    R = 0.8673

    0.6 0.8 1 1.2

    C/Cin, Q=1

    C/Cin

    Linear (C/Cin)

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    Sqrt(C/Ci

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    y = -1.1977x + 1

    R = 0.8323

    0.6 0.8 1 1.2

    C/Cin, Q=1

    C/Cin

    Linear (C/Cin)

    0 0.2 0.4 0.6 0.8

    -0.2

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8

    Sqrt(C/Ci

    y = -0.9297x + 0.8659

    R = 0.8828

    0.6 0.8 1 1.2

    C/Cin, Q= 2

    C/Cin

    Linear (C/Cin)

    y = -1.1085x + 1

    R = 0.8338

    0.6 0.8 1 1.2

    C/Cin, Q= 2

    C/Cin

    Linear (C/Cin)

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8

    Sqrt(C/Ci

    0

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    0 0.2 0.4 0.6 0.8

    Sqrt(C/Ci

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    -4

    -3.5

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0.5

    1

    0 0.2 0.4 0.6 0.8 1 1.2

    In(C/Cin), Q=0.5

    -4

    -3.5

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0 0.2 0.4 0.6 0.8 1 1.2

    In(C/Cin), Q=0.5

    y = -0.8471x + 1.0164

    R = 0.9931

    1 1.2

    ), Q=0.5

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    y = -0.8252x + 1

    R = 0.9921

    1 1.2

    ), Q=0.5

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    y = -0.9615x + 0.9663

    R = 0.9378

    n), Q =1

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    -4

    -3

    -2

    -1

    0

    1

    0 0.2 0.4 0.6 0.8 1 1.

    In(C/Cin), Q= 1

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    1 1.2

    y = -1.0064x + 1

    R = 0.9347

    1 1.2

    ), Q =1

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    -5

    -5

    -4.5

    -4

    -3.5

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0 0.2 0.4 0.6 0.8 1 1.

    In(C/Cin), Q= 1

    y = -0.7531x + 0.9478

    R = 0.9482

    1 1.2

    n), Q=2

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    y = -0.8228x + 1

    R = 0.936

    1 1.2

    n), Q=2

    Sqrt(C/Cin)

    Linear (Sqrt(C/Cin))

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0.5

    0 0.2 0.4 0.6 0.8 1 1.

    In(C/Cin),Q=2

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    0 0.2 0.4 0.6 0.8 1

    In(C/Cin),Q=2

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    y = -3.4763x + 0.3482

    R = 0.9375

    In(C/Cin)

    Linear (In(C/Cin))

    y = -3.0121x

    R = 0.9125

    In(C/Cin)

    Linear (In(C/Cin))

    y = -4.7709x + 0.2829

    R = 0.972

    In(C/Cin)

    Linear (In(C/Cin))

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    y = -4.3938x

    R = 0.9629

    In(C/Cin)

    Linear (In(C/Cin))

    y = -2.7339x + 0.0125

    R = 0.9865

    In(C/Cin)

    Linear (In(C/Cin))

    y = -2.7172x

    R = 0.98651.2

    In(C/Cin)

    Linear (In(C/Cin))

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    GAC Floating Regression

    Order of kinetics Q R2

    grad k

    Zero Order with reaction limitation 0.5 0.7217 -0.9106 -0.4553

    Zero Order with reaction limitation 1 0.7905 -0.9427 -0.9427

    Zero Order with reaction limitation 2 0.9446 -0.9663 -1.9326

    Zero order with diffusion limitation 0.5 0.8756 -0.9218 -0.4609

    Zero order with diffusion limitation 1 0.9212 -0.922 -0.922

    Zero order with diffusion limitation 2 0.9838 -0.7834 -1.5668

    First order kinetics 0.5 0.9916 -5.6317 -2.81585

    First order kinetics 1 0.9863 -5.0239 -5.0239

    First order kinetics 2 0.9806 -2.8681 -5.7362

    GAC Fixed Regression

    Order of kinetics Q R2

    grad k t

    Zero Order with reaction limitation 0.5 0.5505 -1.2727 -0.63635 0.4

    Zero Order with reaction limitation 1 0.6707 -1.2424 -1.2424 25Zero Order with reaction limitation 2 0.928 -1.0711 -2.1422 53

    Zero order with diffusion limitation 0.5 0.8142 -1.1211 -0.56055

    Zero order with diffusion limitation 1 0.8895 -1.0617 -1.0617

    Zero order with diffusion limitation 2 0.9835 -0.7942 -1.5884

    First order kinetics 0.5 0.9916 -5.6218 -2.8109

    First order kinetics 1 0.985 -4.8713 -4.8713

    First order kinetics 2 0.9717 -2.6452 -5.2904

    Perlite2 Floating Regression

    Order of kinetics Q R2

    grad k

    Zero Order with reaction limitation 0.5 0.9696 -0.992 -0.496Zero Order with reaction limitation 1 0.8673 -1.0289 -1.0289

    Zero Order with reaction limitation 2 0.8828 -0.9297 -1.8594

    Zero order with diffusion limitation 0.5 0.9931 -0.8471 -0.42355

    Zero order with diffusion limitation 1 0.9378 -0.9615 -0.9615

    Zero order with diffusion limitation 2 0.9482 -0.7531 -1.5062

    First order kinetics 0.5 0.9375 -3.4763 -1.73815

    First order kinetics 1 0.972 -4.7709 -4.7709

    First order kinetics 2 0.9865 -2.7339 -5.4678

    Perlite2 Fixed Regression

    Order of kinetics Q R2

    grad k t

    Zero Order with reaction limitation 0.5 0.9594 -1.0749 -0.53745 0.4

    Zero Order with reaction limitation 1 0.8323 -1.1977 -1.1977 25

    Zero Order with reaction limitation 2 0.8338 -1.1085 -2.217 53

    Zero order with diffusion limitation 0.5 0.9921 -0.8252 -0.4126

    Zero order with diffusion limitation 1 0.9347 -1.0064 -1.0064

    Zero order with diffusion limitation 2 0.936 -0.8228 -1.6456

    First order kinetics 0.5 0.9125 -3.0121 -1.50605

    First order kinetics 1 0.9629 -4.3938 -4.3938

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    First order kinetics 2 0.9865 -2.7172 -5.4344

    -4

    -

    Further work was done, plotting curves of predicted values ofIn(C/Ci) and the

    actual values ofIn(C/Ci) from the raw data, with consideration of the various

    bed heights from 0 to 100%, and Q ranging from 0.5, 1 and 2 L/m-3

    .Spreadsheets GAC and Perlite2 represent the results obtained, when the

    averages of the concentration at the inlet and various output levels were used,

    which are tabulated in spreadsheet R2 Tables3.

    In addition, spreadsheet GAC1 and Perlite1 represent the curves when the

    averages of the concentration ratio were calculated to obtain the values used in

    tabulating spreadsheet R2 Tables1.

    For all cases, curves ofCpredictedagainst Cactual, when the trend line was fixed as

    shown in the tables for first order kinetic models were achieved. The average of

    k for both GAC and Perlite2 at all three values ofQ were taken, hence kavrg*h

    was calculated to plot a graph ofkavrg*h against the average of the actual

    values of concentration i.e. In(C/Ci) at each level of the bed height, h.

    -6 -5

    Cactual

    -6

    -5

    -4

    -3

    -2

    -1

    0

    0 10 20 30 40 50 60

    k,

    con

    stant

    t, hours

    k vs time for GAC

    k

    k

    k

    -5

    -4

    -3

    -2

    -1

    0

    0 10 20 30 40 50 60

    k

    constant

    k vs time for Perlite

    k

    k

    k

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    -5 -4 -3

    CactualCpr

    -4

    -5

    -6t, hours

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    GAC Fixed Regression

    Order of kinetics Q R2

    grad k Q h

    First order kinetics 0.5 0.9916 -5.6218 -2.8109 0.5 0

    First order kinetics 1 0.985 -4.8713 -4.8713 0.25

    First order kinetics 2 0.9717 -2.6452 -5.2904 0.5

    kavrg -4.3242 0.75

    1

    1 0

    0.25

    0.5

    0.75

    1

    2 0

    0.25

    0.5

    0.75

    1

    Perlite2 Fixed Regression

    Order of kinetics Q R2

    grad k Q h

    First order kinetics 0.5 0.9125 -3.0121 -1.50605 0.5 0

    First order kinetics 1 0.9629 -4.3938 -4.3938 0.25

    First order kinetics 2 0.9865 -2.7172 -5.4344 0.5

    kavrg -3.77808 0.75

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    -6 -5 -4 -3 -2 -1 0

    Cpredicted

    CactualCpredicted vs Cactual , Q=0.5

    Cpredicted

    Linear (Cpredicted)

    -6

    -5

    -4

    -3

    -2

    -1

    0

    -5 -4 -3 -2 -1 0

    Cpredicted

    CactualCpredicted vs Cactual , Q=1

    Cpredicted

    Linear (Cpredicted)

    -3 -2.5

    Cactual

    Where

    In(C/Ci

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    1

    1 0

    0.25

    0.5

    0.75

    1

    2 0

    0.250.5

    0.75

    1

    GAC Floating Regression

    Order of kinetics Q R2

    grad k Q h

    First order kinetics 0.5 0.9916 -5.6317 -2.81585 0.5 0

    First order kinetics 1 0.9863 -5.0239 -5.0239 0.25

    First order kinetics 2 0.9806 -2.8681 -5.7362 0.5

    Kavrg -4.52532 0.751

    1 0

    0.25

    0.5

    0.75

    1

    2 0

    0.25

    -1.8

    -1.6

    -1.4

    -1.2

    -1

    -0.8

    -0.6

    -0.4

    -0.2

    0

    -3 -2 -1 0

    Cpredicted

    CactualCpredicted vs Cactual , Q=0.5

    Cpredicted

    Linear (Cpredicted)

    -5

    -4

    -3

    -2

    -1

    0

    -4 -3 -2 -1 0

    Cpredicted

    CactualCpredicted vs Cactual , Q=1

    Cpredicted

    Linear (Cpredicted)

    -3 -2.5

    Cactual

    -1.5

    -1

    -0.5

    0

    -4 -3 -2 -1 0

    Cpredicted vs Cactual , Q=0.5

    Cpredicted

    Linear (Cpredicted)

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    0.5

    0.75

    1

    Perlite2 Floating Regression

    Order of kinetics Q R2

    grad k Q h

    First order kinetics 0.5 0.9375 -3.4763 -1.73815 0.5 0

    First order kinetics 1 0.972 -4.7709 -4.7709 0.25

    First order kinetics 2 0.9865 -2.7339 -5.4678 0.5

    kavrg -3.99228 0.75

    1

    1 0

    0.25

    0.5

    0.75

    1

    2 0

    0.25

    0.5

    0.75

    1

    -3

    -2.5

    -2

    Cpredicted

    -6

    -5

    -4

    -3

    -2

    -1

    0

    -2 -1 0

    Cpredicted

    dicted vs Cactual , Q=1

    Cpredicted

    Linear (Cpredicted)

    -3 -2.5 -2 -1.5 -1

    CactualCpredicted vs Cac

    -2

    -1.5

    -1

    -0.5

    0

    -3 -2 -1 0

    Cpredicted

    actual

    Cpredicted vs Cactual , Q=0.5

    Cpredicted

    Linear (Cpredicted)

    -1

    0

    -4 -3 -2 -1 0

    CactualCpredicted vs Cactual , Q=1

    Cpredicted

    -3 -2.5 -2

    CactualCp

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    -6

    -5

    -4

    -3

    -2

    Cpredicted

    Linear (Cpredicted)

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    average of

    actual predicted predicted actual

    Cpredicted Cactual C/Cin C/Cin kavrg*h Cpavrg Cacavrg

    0 0 1 1 0 0 0

    -0.70273 -1.21444 0.296876 0.495234 -1.08105 -1.08105 -0.85185

    -1.40545 -2.94227 0.052746 0.245257 -2.1621 -2.1621 -2.10808

    -2.10818 -4.47672 0.011371 0.121459 -3.24315 -3.24315 -3.53429

    -2.8109 -5.4085 0.004478 0.060151 -4.3242 -4.3242 -4.29366

    0 0 1 1

    -1.21783 -0.93558 0.392358 0.295873

    -2.43565 -2.29978 0.100281 0.087541

    -3.65348 -4.00856 0.01816 0.025901

    -4.8713 -4.74341 0.008709 0.007663

    0 0 1 1

    -1.3226 -0.40553 0.666623 0.266442

    -2.6452 -1.08218 0.338856 0.070991

    -3.9678 -2.11758 0.120322 0.018915

    -5.2904 -2.72908 0.065279 0.00504

    average of

    actual predicted predicted actual

    Cpredicted Cactual C/Cin C/Cin kavrg*h Cpavrg Cacavrg

    0 0 1 1 0 0 0

    -0.37651 -0.41503 0.66032 0.686251 -0.94452 -0.94452 -0.47314

    -0.75303 -0.91957 0.39869 0.47094 -1.88904 -1.88904 -1.47189

    -1.12954 -2.12465 0.119475 0.323183 -2.83356 -2.83356 -2.6425

    -6

    -5

    -4

    -3

    -2

    -1

    0

    -2 -1.5 -1 -0.5 0

    Cpredicted

    Cpredicted vs Cactual , Q=2

    CpredictedLinear (Cpredicted)

    , Cpredicted is calculated values of In(C/Cin)= h x k; Cactual is

    n)from raw data

    -5 -4 -3

    kaverage*h

    k average for all

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    -1.50605 -3.49057 0.030483 0.221784 -3.77808 -3.77808 -3.4908

    0 0 1 1

    -1.09845 -0.47247 0.62346 0.333387

    -2.1969 -2.02003 0.132651 0.111147

    -3.29535 -3.64123 0.02622 0.037055

    -4.3938 -4.37926 0.012535 0.012354

    0 0 1 1

    -1.3586 -0.53191 0.587482 0.25702-2.7172 -1.47606 0.228536 0.066059

    -4.0758 -2.16161 0.11514 0.016979

    -5.4344 -2.60258 0.074082 0.004364

    average of

    actual predicted predicted actual

    Cpredicted Cactual C/Cin C/Cin kavrg*h Cpavrg Cacavrg

    0 0 1 1 0 0 0

    -0.70396 -1.21444 0.296876 0.494621 -1.13133 -1.13133 -0.85185

    -1.40793 -2.94227 0.052746 0.24465 -2.26266 -2.26266 -2.10808

    -2.11189 -4.47672 0.011371 0.121009 -3.39399 -3.39399 -3.53429-2.81585 -5.4085 0.004478 0.059854 -4.52532 -4.52532 -4.29366

    0 0 1 1

    -1.25598 -0.93558 0.392358 0.284798

    -2.51195 -2.29978 0.100281 0.08111

    -3.76793 -4.00856 0.01816 0.0231

    -5.0239 -4.74341 0.008709 0.006579

    0 0 1 1

    -1.43405 -0.40553 0.666623 0.238342

    -6

    -5

    -4

    -3

    -2

    -1

    0

    -2 -1.5 -1 -0.5 0

    Cpredicted

    Cpredicted vs Cactual , Q=2

    Cpredicted

    Linear (Cpredicted)

    -4 -3

    kavergare*h

    C

    k average for all Q

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    -2.8681 -1.08218 0.338856 0.056807

    -4.30215 -2.11758 0.120322 0.013539

    -5.7362 -2.72908 0.065279 0.003227

    average of

    actual predicted predicted actual

    Cpredicted Cactual C/Cin C/Cin kavrg*h Cpavrg Cacavrg

    0 0 1 1 0 0 0

    -0.43454 -0.41503 0.66032 0.647564 -0.99807 -0.99807 -0.47314

    -0.86908 -0.91957 0.39869 0.419339 -1.99614 -1.99614 -1.47189

    -1.30361 -2.12465 0.119475 0.271549 -2.99421 -2.99421 -2.6425

    -1.73815 -3.49057 0.030483 0.175845 -3.99228 -3.99228 -3.4908

    0 0 1 1

    -1.19273 -0.47247 0.62346 0.303393

    -2.38545 -2.02003 0.132651 0.092048

    -3.57818 -3.64123 0.02622 0.027927

    -4.7709 -4.37926 0.012535 0.008473

    0 0 1 1

    -1.36695 -0.53191 0.587482 0.254883

    -2.7339 -1.47606 0.228536 0.064965

    -4.10085 -2.16161 0.11514 0.016559

    -5.4678 -2.60258 0.074082 0.004221

    -7

    -6

    -5

    -4

    -3

    -2

    -1

    0

    -0.5 0

    Cpredicted

    tual , Q=2

    Cpredicted

    Linear (Cpredicted)

    -5

    -4.5

    -4

    -3.5

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    -5 -4 -3 -2 -1

    kavergare*h

    Cacavrg

    k average for all Q at various h vs average of Cactu

    -1

    0

    -1.5 -1 -0.5 0

    redicted vs Cactual , Q=2

    Cpredicted

    -4 -3 -2

    k average for all Q at various h

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    -6

    -5

    -4

    -3

    -2

    Cpredicted

    Linear (Cpredicted)

    kavergare*h

    Cacavrg

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    -5

    -4.5

    -4

    -3.5

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    -2 -1 0

    Cacavrg

    at various h vs average of Cactual at various h

    kavrg*h

    Linear (kavrg*h)

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    -4

    -3.5

    -3

    -2.5

    -2

    -1.5

    -1

    -0.5

    0

    -2 -1 0

    cavrg

    t various h vs average of Cactual at various h

    kavrg*h

    Linear (kavrg*h)

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    0

    al at various h

    kavrg*h

    Linear (kavrg*h)

    -1

    -0.5

    0

    -1 0

    vs average of Cactual at various h

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    -4.5

    -4

    -3.5

    -3

    -2.5

    -2

    -1.5

    kavrg*h

    Linear (kavrg*h)


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