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    Abstract

    The objective of this experiment is to get an understanding of the behaviour of solid particulate

    materials when they are grinded, basically comminution. Focus is given to mill speed, grinding time

    grinding media to material ratio and how the particles reduce size through looking on the sieve sizes.

    A 500 g sample was used of sand as the ore and has been grinded for a maximum of 16 minutes. It has

    been found that the longer a particle is grinded the finer it becomes. Graphs have been plotted of

    frequency and cumulative basis and it has been seen that they are same as the theoretical ones

    although not as smooth. One can plot the frequency basis curve by considering the slope of the

    cumulative basis curve or by simply plotting the mass fraction, x of the particles against size, d. The

    second choice has been given preference in the experiment. The mean diameter curves almost all had

    the same shape, the only difference was that the frequency basis mean diameters were larger as

    compared to cumulative basis in terms of values.

    Symbol Description Units in SI System

    d diameter of particle m

    x mass fraction -

    n number of particles -

    sum -

    Subscripts

    i ith value

    A arithmetic

    V volume

    W weight

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    1. INTRODUCTION

    Milling is a very important branch in the study of size reduction of particles; in order for particles to be

    handled accordingly they must be reduced to the certain desired size. There many factors that affect the

    size reduction of particles including toughness, agglomeration and size of the particles themselves.

    Another characteristic of the materials which must be considered when grinding is the particle sizedistribution. Amongst many processes used for particle size distribution are the laser diffraction,

    microscopy analysis and sieving so in the preceding experiment as method of sieving has been used.

    The many size reduction equipments include crushers, mills. A choice of the mill is often taken for finer

    particles such as sand and so one has to choose between a rod mill and a ball mill. In the rod mil the

    material is grinded by steel or carbon rods to the desired size. The feed of the sand (ore) is very

    important to note i.e. no too much ore may introduced in the mill if there are a few rods. Rods are

    advantageous because they tend to separate many sticky particles not to stick to each other in the mill.

    This is because of their weight they put the particles together themselves and separate them again.

    Another most important factor to consider in the rod mill is its speed. At slow speed the rods roll overeach other and at high speed they get aligned to the walls of the mill so one has to choose a moderate

    speed for the mill

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    2. THEORY

    Size distribution is mostly represented in two ways; on the cumulative basis and on the frequency basis.

    Figure 2.1 and 2.2 show the cumulative and the frequency basis respectively.

    In the cumulative basis a certain amount of particles smaller than a given size is plotted against that

    respective size. Say particles present on a certain sieve (600 um sieve) are less than 50 % then the

    particles less than 50 % are plotted against sieve size. For an example given the following data,

    Sieve Size (m)

    Mass after 2 minutes of crushing

    (g)

    Mass %

    1180 0 0

    850 14 2.972399151

    600 266.1 56.49681529

    425 125 26.53927813

    300 40.8 8.662420382

    212 15.1 3.205944798

    150 10 2.123142251

    Pan 0

    Total: 471 0

    Figure 2.1 Curve depicting particle size distribution

    for the cumulative basis

    Figure 2.2 Curve depicting particle size

    distribution on the frequency basis

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    dnkddxs

    3 (2.1.2)

    Thereafter an integral sign is introduced on both sided of the equation

    (2.1.3)

    Summing up in equation (2.1) the following equation which tells that the total mass fraction of any given

    sample is 1

    ndkx3 s 1x also in equation (2.1.3) 1

    1

    0

    dx

    The mean shortest distance from the curve to the vertical (y-)axis is described by the following equation

    1

    0

    1

    0

    1

    0 ddx

    dx

    ddx

    DW

    Knowing that 1x also in equation (2.1.3) 1

    1

    0 dx we can substitute these in the above equationand get

    (2.2)

    The above equation, Dw is then used as the mass mean diameterfor the preceding calculations in the

    report.

    Putting equation (2.1.2) in equation (2.2) achieves the mass mean diameter in terms of numbers

    (2.3)

    1

    0

    3

    1

    0

    dnkddx s

    iiW xd

    dx

    x

    dxD

    1

    3

    4

    3

    4

    3

    3

    nd

    nd

    ndk

    ndk

    ndk

    dndkD

    s

    s

    s

    s

    W

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    (2.3)

    For the volume mean diameter, if all the particles are of the same diameter Dv, then volume will also be

    the same that is,

    33 kndnkD V

    nk

    kndD V

    3

    3

    nk

    ndk3

    (2.4)

    Substitution of equation (2.1.1) achieves:

    3

    3

    1

    3

    3

    1

    1

    1

    d

    x

    k

    dd

    x

    kD

    s

    s

    V

    3

    3

    1

    1

    1

    1

    d

    x

    k

    xk

    s

    s

    3

    3

    d

    x

    x

    3

    3

    n

    ndDV

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    3

    3

    1

    d

    x

    For the arithmetic mean diameterthe following relation is available,

    ndnDA

    n

    ndDA

    Substituting equation (2.1.1) obtains the following:

    3

    1

    3

    1

    1

    1

    d

    x

    k

    ddx

    kD

    s

    s

    A

    3

    1

    2

    1

    1

    1

    d

    x

    k

    d

    x

    k

    s

    s

    3

    2

    d

    x

    d

    x

    DA

    (2.4)

    3. PROCEDURE

    Equipment: Mill, Tumbler setup, 8 Steel Rods, Sand, Stopwatch, Scale, Sieves, Sieve Shaker

    1. Sand of 500 g was measured out, sieved for 10 minutes with a full nest of sieves on the shaker,and taken as a reference sample

    2. Eight steel rods were added to the mill together with sand and the tumbling mill setup speedwas already adjusted

    3. The sand samples were then grinded for 2 minutes, 4minutes 8 minutes and 16 minutes on themill

    4. Each of the sand samples was being sieved for 10 minutes with a full nest of sieves on the sieveshaker after grinding

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    4. RESULTS

    Table 4.1: Lab results showing mass in grams on the sieves for different times

    Table 4.2: Calculated retained and passing mass percentages for the different masses of different times

    MassBefore

    Crushing(g)

    Mass(%)

    Mass(%)

    Massafter2

    Mass(%)

    Mass(%)

    MassAfter4

    inutes(g)

    Mass(%)

    Mass(%)

    MassAfter8

    inutes(g)

    Mass(%)

    Mass(%)

    Massafter16

    inutes(g)

    Mass(%)

    Mass(%)

    3.3 0.7 99.3 0 0 100 0 0 100 0 0 100 0 0 100

    100.4 20.9 79.1 35.2 7.3 92.7 14 3 97 14 3 97 1.6 0.4 99.7

    310.4 83.4 16.3 322 74.1 25.9 266.1 59.5 40.5 269.7 60.4 39.6 130.9 29.6 70.4

    79.7 99.4 0.6 87.8 92.3 7.7 125 86 14 121.7 86.3 13.7 159.4 65.1 34.9

    2.8 99.9 0.02 22.8 97 3 40.8 94.7 5.3 39.4 64.7 5.3 85.2 84.2 15.8

    0.1 100 0 9 98.9 1.1 15.1 97.9 2.1 15.3 97.9 2.1 35.3 92 8

    0 100 0 5.3 100 0 10 100 0 9.7 100 0 35.7 100 0

    0 100 0 9.6 100 0 18.2 100 0 17.5 100 0 46.4 100 0

    Sieve Size

    (m)

    Mass Before

    Crushing (g)

    Mass after 2

    minutes of

    crushing (g)

    Mass After 4

    minutes (g)

    Mass After 8

    minutes (g)

    Mass after 16

    minutes (g)

    1180 3.3 0 0 0 0

    850 100.4 35.2 14 14 1.6

    600 310.4 322 266.1 269.7 130.9

    425 79.7 87.8 125 121.7 159.4

    300 2.8 22.8 40.8 39.4 85.2

    212 0.1 9 15.1 15.3 35.3

    150 0 5.3 10 9.7 35.7

    Pan 0 9.6 18.2 17.5 46.4

    Total: 496.7 491.7 489.2 469.8 448.1

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    Figure 4.1 Frequency PSD plotted against sieve size for the size reduction of particles

    Figure 4.2 Cumulative PSD against sieve/particle size

    Table 4.3 Arithmetic mean diameter(DA), volume surface mean diameter(DV), mass mean diameter (DW)

    variations in micrometers with time in minutes

    Diameters (m) Time (min)DA Dv Dw

    536.5 565 624.5 0

    350.1 430.3 560.0 2

    0

    10

    20

    30

    40

    50

    60

    70

    80

    90

    0 200 400 600 800 1000 1200 1400

    DiffrentialPSDMa

    ss%

    Sieve size, d (m)

    Differential PSD Mass % Vs Sieve Sieve

    0 min (reference

    sample)

    2 min

    4 min

    8 min

    16 min

    0

    20

    40

    60

    80

    100

    120

    0 500 1000 1500

    Mass%ofSandParticles

    Sieve size, d (m)

    Cumulative PSD: Mass % Vs Sieve Size

    0 min (before

    crushing)

    2 min

    4 min

    8 min

    16 min

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    300.2 374.6 513.0 4

    301.5 376.6 515.0 8

    227 281.3 415.2 16

    Figure 4.3: Graph showing arithmetic mean diameter volume surface mean diameter and mass mean diameter

    plotted against time

    Table 4.4: Depicts frequency (passing) and cumulative (retained) particle size diameters (DA , DV and DW )

    with time during size reduction

    0

    100

    200

    300

    400

    500

    600

    700

    0 5 10 15 20

    Diameter(m)

    Time (min)

    Mean Diameters Against Time

    DA

    Dv

    Dw

    Frequency or Differential PSD Diameter(m)

    Cumulative PSD Diameter(m)

    Time(min)

    DA Dv Dw DA Dv Dw

    686.2 512.8 760.8 512.9 533.9 573.8 0

    575.7 326.9 654.5 326.9 402.7 527.4 2

    517.1 277.0 596.9 277.0 344.3 477.0 4

    518.7 278.4 598.0 278.4 346.3 480.0 8

    399.6 208.5 512.7 208.5 249.5 358.0 16

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    Figure 4.4 : Cumulative particle size diameters are depicted by this figure from 0 to 16 minutes

    Figure 4.5: Frequency (passing) particle size distribution diameters are shown against time

    5. RESULTS DISCUSSIONS

    From table 4.1 it can be seen that the mass is mostly retained on the 600 m sieve, that is most of the

    mass about 60% of the total mass is accumulated on this sieve. However after grinding for 16minutes it

    can then be seen that a higher mass percentage is obtained on the preceding sieve, the 425 m sieve.

    This is collateral to the theory because grinding time is a big factor in grinding of particles or any other

    material. Looking at table 4.2, one can see that the percentage of the mass retained on the first sieve is

    0

    100

    200

    300

    400

    500

    600

    700

    0 5 10 15 20

    Diameter(m)

    Time (min)

    Cumulative PSD Diameters Vs Time

    DA for cum.

    Dv for cum.

    Dw for cum.

    0

    100

    200300

    400

    500

    600

    700

    800

    0 5 10 15 20

    Dia

    meter(m)

    Time (min)

    Frequency PSD Diameters Vs Time

    DA

    DvDw

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    relatively small, this due to the fact that the first sieve aperture is big so the particles just go through

    without that much hindrance. The mass percent passing is just the opposite of the mass percent

    accumulated that is to say almost 100 % of the particles go through due to the same reasoning of the

    aperture and particle size.

    Figure 4.1 shows the curves reach a single peak then they go down again the single peak reached thereshows the frequently occurring size. To add, the peak is quite sharp and is not as smooth as can be seen

    in most theory cases, this can be due to that there is not enough data to compensate for a smooth

    curve, there are few plotting points. Figure 4.2 is the cumulative basis curve which is just a cut of the

    frequency curve, it can be viewed as the frequency basis curve cut in half, this is the curve where d50 the

    cut size can be obtained.

    Comparing the diameters in table and figure 4.3, a trend can be seen in all the diameters that they

    decrease with time. The diameter with the largest values is the mass mean diameter, here a product of

    sieve size and mass percent is accounted. The same can be seen in table and figure 4.4 as well as figure

    4.5. Also the diameters of the frequency basis are larger than the diameters of the cumulative basis

    which is because of the unequal mass percentages available for cumulative and frequency basis.

    Another observation can be said of the equal values of arithmetic and volume mean diameters for

    frequency and cumulative basis respectively.

    6. CONCLUSION

    As can be seen from the results the optimum grinding time applicable is 16 minutes which is if the

    particles are grinded long enough they become finer and little or no need for returning them back to the

    mill is necessary. So this means for a 100 mesh (150 m) the grinding time will be 16 minutes because of

    high number in 16 minutes of crushing for 16 minutes, high number is equal to finer particles.

    The results obtained from the experiment are relevant to the ones found in theory the decreasing of

    particle sizes as one grinds, the shape of cumulative and frequency curves etc. Therefore this concludes

    that the experiment has been successful with a few exceptions there and there. An example of the

    exceptions can be that the mass of the ore (sand) does not remain the same throughout the experiment

    due to the fact that same gets agglomerated on the sieves. Some portion of the ore turns into dust and

    scatters around the lab never returning to the mill.

    For future references the speed of the mill can also be included in the report maybe by way of

    calculating it so in the discussion mention of the speed values can be made. Other two important factors

    are the shape of the mean diameter graphs and choice of the ore. In the practical manual inclusion of

    the shape of mean diameters graphs can be described so it can be easy to compare these with the ones

    that a student obtains. About the choice of the ore, a more stable ore can be chosen and the meaning of

    that is that an ore that does not turn into dust quick and clogs the sieves or gets attached to the mill. Or

    more simply equipment that does not allow for this to happen can be used.

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    7. REFERENCES

    7. 1. Coulson, J.M. & Richardson (1984): Particle Technology and Separation Processes Volume 2Fifth Edition , New York Pergamon Press USA

    7. 2. http//:www.showmegold.org/news/mesh.htm ( 18 May 2012)

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    8. APPENDIX A

    Sample Calculations

    Table 4.2

    To get the values for the mass % cumulated and retained on this, first the mass percent on each sieve

    was obtained.

    E.g. for the 1180 m sieve and looking at mass before crushing the mass % is

    For the 850 m, taking mass after two minutes of crushing mass % =

    Table 4.2.1: A table for sieve size and the mass % on each respective sieve for the different times, with

    values rounded off to one decimal place, was then compiled

    Sieve Size(m)fgruiu

    iruruuiruir

    Mass %Before

    Crushing (g)

    Mass % after 2minutes of crushing

    (g)

    Mass % After

    4 minutes (g)

    Mass % After

    8 minutes (g)

    Mass % after

    16 minutes (g)

    1180 0.7 0.0 0.0 0.0 0.0

    850 20.2 7.2 2.9 3.0 0.4

    600 62.5 65.5 54.4 57.4 29.2

    425 16.0 17.9 25.6 25.9 35.6

    300 0.6 4.6 8.3 8.4 19.0

    212 0.02 1.8 3.1 3.3 7.9

    1500.0 1.0 2.0 2.1 8.0Pan 0.0 2.0 3.7 0.0 0.0

    Thereafter the Mass % Retained and Passing was calculated thus:

    Mass retained E.g. for mass before crushing

    Mass % retained on the 1180 m sieve = Mass % on the 1180 m sieve

    = 0.7 %

    Mass % retained on the 850 m sieve =Mass % on the 1180 m sieve + Mass % on the 850 m sieve

    = 0.7+20.2=20.9 %

    Mass % retained on the 600 m sieve = Mass % retained on the 850 m sieve + Mass % on the 600 m

    sieve

    = 62.5+20.9= 83.4 %

    And so the same was done for Mass after 2 minutes of crushing, 4 minutes, 8 minutes and 16 minutes

    Mass Passing E.g. for mass after 2 minutes of crushing

    Mass % passing on the 1180 m sieve = 100 % - Mass % retained on the 1180 m sieve

    = 100-0 = 100%

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    Mass % passing on the 850 m sieve = 100 % - Mass % retained on the 850 m sieve

    = 100-7.3 = 92.7 %

    And so the same was done for Mass before crushing, after 4 minutes of crushing, 8 minutes and 16

    minutes

    Table 4.2.2: Shows the mass % retained/accumulated and passing through the different times on each

    sieve with sieve size in microns

    Table 4.3

    Arithmetic mean diameter (DA)

    Equation (2.1) was used to get this diameter. Mass fractions, x, were obtained by dividing the mass

    percentages in table 4.2.1 by 100 and d was taken as the sieve size.

    e.g. for the sample before crushing (reference sample)

    x = 0.7/100=0.007 and sieve size is 1180 m

    Sv.

    Size(um)

    MassBefore

    Crushing(g)

    Mass(%)

    Mass(%)

    Massafter2

    Mass(%)

    Mass(%)

    MassAfter4

    inutes(g)

    Mass(%)

    Mass(%)

    MassAfter8

    inutes(g)

    Mass(%)

    Mass(%)

    Massafter16

    inutes(g)

    Mass(%)

    Mass(%)

    11803.3 0.7

    99.30

    0 1000

    0 1000

    0 1000 0 100

    850

    100.4 20.9

    79.1

    35.2

    7.3 92.7

    14

    3 97

    14

    3 97

    1.6 0.4 99.7600

    310.4 83.416.3

    32274.1 25.9

    266.159.5 40.5

    269.760.4 39.6

    130.9 29.6 70.4

    42579.7 99.4

    0.687.8

    92.3 7.7125

    86 14121.7

    86.3 13.7159.4 65.1 34.9

    3002.8 99.9

    0.0222.8

    97 340.8

    94.7 5.339.4

    64.7 5.385.2 84.2 15.8

    2120.1 100

    09

    98.9 1.115.1

    97.9 2.115.3

    97.9 2.135.3 92 8

    1500 100

    05.3

    100 010

    100 09.7

    100 035.7 100 0

    Pan0 100

    09.6

    100 018.2

    100 017.5

    100 046.4 100 0

    m

    pan

    panDA

    5.536105.54652

    102.97591

    0

    212

    0

    1180

    00002.0

    300

    006.0

    425

    16.0

    600

    625.0

    850

    202.0

    1180

    007.0

    0

    150

    0

    212

    00002.0

    300

    006.0

    425

    16.0

    600

    625.0

    850

    202.0

    1180

    007.0

    9

    6

    33333333

    22222222

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    *Note: in all the equations no (one decimal place) rounded off values have been used instead values

    have been used that have 9 decimal places, look at x on table below.

    Table A1: Sieve sizes raised to the powers of 3 and 2 and non-rounded off mass fractions

    d2 d3 x (before crushing)

    1392400 1643032000 0.006643849

    722500 614125000 0.202134085

    360000 216000000 0.624924502

    180625 76765625 0.16045903

    90000 7000000 0.005637206

    44944 9528128 0.000201329

    22500 3375000 0

    The same was done for all the other values i.e. for 2 min, 4 min, 8 min and 16 min

    Volume surface mean diameter (Dv)

    Also here the values in table 4.2.2 were used as mass fraction by diving them by 100 and the equation

    that has been made use of is equation (2.2). Sample after 2 minutes of crushing was taken as an

    example.

    m

    pan

    DV

    3.430101.25517

    1

    02.0

    150

    01.0

    212

    018.0

    300

    046.0

    425

    179.0

    600

    655.0

    850

    072.0

    1180

    0

    1

    38-

    3

    23333333

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    Table A3: Sieve sizes raised to the power of 3 and non-rounded off mass fractions

    The same was done for all the other values i.e. for sample before crushing, 4 min, 8 min and 16 min.

    Mass mean diameter (Dw)

    Table 4.2.2 was made use of the same way it was used for DA and Dv to calculate Dw, as well. Equation

    (2.4) was used here. Sample after 4 minutes of crushing was taken as an example.

    Table A3: Sieve sizes and non-rounded off mass fractions

    d x

    1180 0

    850 0.029724

    600 0.564968

    425 0.265393

    300 0.086624

    212 0.032059

    150 0.021231

    Table 4.4

    d3 x (2 min)

    1643032000 0

    614125000 0.0730139

    216000000 0.667911276765625 0.1821199

    27000000 0.0472931

    9528128 0.0186683

    3375000 0.0109936

    m

    DW

    0.513

    02.0150031.0212083.0300256.0425544.0600029.085001180

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    The same equations and the table 4.2.2 and the same values rounded off to 9 decimal places were used.

    Retained and passing mass percentages were not used directly instead they were multiplied by the mass

    (grams) on the sieves to get a new mass value so the mass fractions were obtained from these. Table A3:

    Mass % Passing/100 x mass and mass fraction passing for different times

    2 4 8 16

    passing/100 x mass

    3.3 0.0 0.0 0.0 0.0

    79.4 32.6 13.6 13.6 1.6

    51.6 83.4 107.9 106.8 92.2

    0.5 6.8 17.5 16.7 55.6

    0.0 0.7 2.2 2.1 13.5

    0.0 0.1 0.3 0.3 2.8

    0.0 0.0 0.0 0.0 0.0

    0.0 0.0 0.0 0.0 0.0

    Total Total Total Total Total

    134.8 123.6 141.4 139.5 165.7

    mass frac passing

    0.0 0.0 0.0 0.0 0.0

    0.6 0.3 0.1 0.1 0.0

    0.4 0.7 0.8 0.8 0.6

    0.0 0.1 0.1 0.1 0.3

    0.0 0.0 0.0 0.0 0.1

    0.0 0.0 0.0 0.0 0.0

    0.0 0.0 0.0 0.0 0.0

    0.0 0.0 0.0 0.0 0.0

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    Table A4: Mass % Retained/100 x mass and mass fraction retained for different times

    0 2 4 8 16

    retained/100 x mass

    0.0 0.0 0.0 0.0 0.0

    21.0 2.6 0.4 0.4 0.0

    258.8 238.6 158.2 162.9 38.7

    79.2 81.0 107.5 105.0 103.8

    2.8 22.1 38.6 37.3 71.7

    0.1 8.9 14.8 15.0 32.5

    0.0 5.3 10.0 9.7 35.7

    0.0 9.6 18.2 17.5 46.4

    Total Total Total Total Total134.8 123.6 141.4 139.5 165.7

    mass frac retained

    0.0 0.0 0.0 0.0 0.0

    0.1 0.0 0.0 0.0 0.0

    0.7 0.7 0.5 0.5 0.1

    0.2 0.2 0.3 0.3 0.4

    0.0 0.1 0.1 0.1 0.3

    0.0 0.0 0.0 0.0 0.1

    0.0 0.0 0.0 0.0 0.1