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MINE292 Lecture7 Energy Used in Comminution 2013

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    Energy Use in Comminution

    Lecture 7

    MINE 292

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    COMMINUTION

    MECHANICAL CHEMICAL

    External Special Chemical

    forces forces forces

    - smashing - thermal shock - digestion

    - blasting (chemical) - microwaves - dissolution

    - breaking - pressure changes - combustion

    - attrition - photon bombardment - bioleaching

    - abrasion

    - splitting or cutting

    - crushing

    - grinding

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    Comminution

    Although considered a size-reduction process,

    since minerals in an ore break preferentially,

    some upgrading is achieved by size separation

    with screens and/or classifiers

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    Comminution and Sizes

    Effective Range of 80% passing sizes by Process

    Process F80 P801) Explosive shattering: infinite 1 m

    2) Primary crushing: 1 m 100 mm

    3) Secondary crushing: 100 mm 10 mm

    4) Coarse grinding: 10 mm 1 mm

    5) Fine grinding: 1 mm 100 m

    6) Very fine grinding: 100 m 10 m7) Superfine grinding: 10 m 1 m

    The 80% passing size is used because it can be measured.

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    Comminution - Blasting

    Blasting practices aim to minimize explosives use Pattern widened/explosive type limited to needs

    Requirements maximum size to be loaded

    However, "Mine-to-Mill" studies show that Increased breakage by blasting reduces grinding costs

    Blasting energy efficiency ranges from 10-20%

    Crushing and grinding energy efficiencies are 1-2%

    Limitations in blasting relate to Flyrock control

    Vibration control

    Improvements comes from reduced top-size & Wi

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    Primary Crushing

    Jaw crusher < 1,000 tph

    Underground applications

    Gyratory crusher > 1,000 tph Open-pit and In-pit

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    Primary Crushing

    Product size = 10 4 inches (250 100 mm) Open Side Setting (OSS) is used to operate

    Mantle and bowl are

    lined with steel plates Spider holds spindle

    around which the

    mantle is wrapped

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    Secondary Crushing

    Symons Cone Crushers Standard and Shorthead

    Secondaries Tertiaries

    CSS (mm) 25-60 5-20

    Can process up to 1,000 tph

    Mech. Availability = 70-75%

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    Secondary Crushing Plants

    Fully-configured Plant

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    Secondary Crushing Plants

    No Internal Surge Bins

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    Secondary Crushing Plants

    No Screen Bin

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    Secondary Crushing Plants

    Open Circuit gravity-flow

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    Impact Crushers

    Used in small-scale operations

    Coarse liberation sizes

    Hammer velocities (50mps)

    Screen hole size controlsproduct size

    High wear rates of

    hammers and screen

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    Impact Crushers

    Barmac Crusher Invented in New Zealand

    Impact velocity = 60 -90 mps

    High production offines by attrition

    Used in quarries &

    cement industry

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    Impact Crushers

    Barmac Crusher Invented in New Zealand

    Impact velocity = 60-90 mps

    High production offines by attrition

    Used in quarries &

    cement industry

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    Secondary Crushing - Rolls Crusher

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    Secondary Crushing - Rolls Crusher

    Angle of Nip Standard rolls

    HPGR forces

    Packed-bed

    2a = bed thickness

    Now applied to fine

    crushing

    Competitive with

    SAG (or complementary)

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    Energy in Comminution

    Crushing and Grinding

    Very inefficient at creating new surface area (~1-2%) Surface area is equivalent to surface energy Comminution energy is 60-85 % of all energy used

    A number of energy "laws" have been developed Assumption - energy is a power function of D

    dE = differential energy required,

    dD = change in a particle dimension,

    D = magnitude of a length dimension,

    K = energy use/weight of material, and

    n = exponent

    nDK

    dD

    dE

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    Energy in Comminution

    Von Rittinger's Law (1867)

    Energy is proportional to new surface area produced Specific Surface Area (cm2/g) inverse particle size So change in comminution energy is given by:

    which on integration becomes:

    where Kr= Rittinger's Constant and

    fc= crushing strength of the material

    2

    cr DfKdDdE

    )D

    1

    D

    1(fKE

    fp

    cr

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    Energy in Comminution

    Kick's Law (1883)

    Energy is proportional to percent reduction in size So change in comminution energy is given by:

    which on integration becomes:

    where Kk= Kick's Constant and

    fc

    = crushing strength of the material

    1

    ck DfKdD

    dE

    p

    feckDDlogfKE

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    Energy in Comminution

    Bond's Law

    Energy required is based on geometry of a crackexpansion as it opens up

    His analysis resulting in a value forn of 1.5:

    which on integration becomes:

    where Kb = Bond's Constant and

    fc

    = crushing strength of the material

    5.1

    cb DfKdDdE

    )D

    1

    D

    1(fKE

    fp

    cb

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    Energy in Comminution

    Where do these Laws apply?

    Hukki put together the diagram below (modified on right) Kick applies to coarse sizes (> 10 mm) Bond applies down to 100 m

    Rittinger applies to sizes < 100 m

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    Size Reduction

    Different fracture modes

    Leads to different size

    distributions

    Bimodal distribution not

    often seen in a crushed

    or ground product

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    Breakage in Tension

    All rocks (or brittle material) break in tension

    Compression strength is 10x tensile strength

    Key issue is how a compression or torsionforce is translated into a tensile force

    As well, the density and orientation of internalflaws is a key issue (i.e., microcracks, grain

    boundaries, dislocations)

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    Griffiths Crack Theory

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    Griffiths Crack Theory

    Three ways to cause a crack to propagate:

    Mode I Opening (tensile stress normal to the crack plane)

    Mode II Sliding (shearing in the crack plane normal to tip)

    Mode III Tearing (shearing in the crack plane parallel to tip)

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    Griffiths Crack Theory

    Based on force (or stress) needed to propagatean elliptical plate-shaped or penny-shaped crack

    where

    A = area of the elliptical plate

    E' = effective Youngs Modulus

    = strain

    s = specific surface energy

    a = half-length of the ellipse

    s

    222

    a42

    A

    'E

    a

    'E2

    AU

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    Young's Modulus

    Also called Tensile Modulus orElastic Modulus

    A measure of the stiffness of an elastic material

    Ratio of uniaxial stress to uniaxial strain

    Over the range where Hooke's law holds

    E'is the slope of a stress-strain curve of a tensiletest conducted on a sample of the material

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    Young's Modulus

    Low-carbon steel

    Hooke's law is valid from the

    origin to the yield point (2).

    1. Ultimate strength

    2. Yield strength

    3. Rupture

    4. Strain hardening region

    5. Necking region

    A: Engineering stress (F/A0)

    B: True stress (F/A)

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    Griffiths Theory

    Differentiating with respect to 'a' gives:

    Rearranging derives the fracture stress to initiate acrack as well as the strain energy release rate, G:

    where

    G = energy/unit area to extend the crack

    0'E

    a2a4

    2

    s

    'E

    aG

    2

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    Compression Loading

    Fracture under point-contact loading

    D. Tromans and J.A. Meech, 2004. "Fracture Toughness and Surface Energies of Covalent Materials:

    Theoretical Estimates and Application to Comminution", Minerals Engineering 17(1), 115.

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    Induced stresses-compressive load P

    P

    P

    P

    a2

    a1

    2a3

    2a4

    a51

    2 3

    4

    5

    KI=Yi(ai)1/2

    At fracture:

    KIC=Yic(ai)1/2

    where

    KIC=(EGIC)1/2

    GIC

    = Fracture Toughness

    KI= Stress intensity (at fracture KI= KIC, i= ic)

    i= Tensile stress, ai= crack length Y= Geometric factor (2 -)

    E= Young's modulus, GIC= critical energy release rate/m2

    Schematic of particle containing a crack (flaw) of

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    P

    P

    D

    (a)

    q

    P

    kP kPP

    kP kP

    2a

    (b)

    2a

    P

    P

    D

    P

    kP kPP

    kP kP

    Schematic of particle containing a crack (flaw) of

    radius 'a'subjected to compressive force 'P'

    i= P( kcosq - sinq)KI=YP(kcosq - sinq) a

    1/2

    At fracture KI=KIC. In theory there is a limiting average fine particle size:

    Dlimit~

    (KIC/k

    P)2

    (where q= 0)

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    Impact Efficiency

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    Impact Efficiency KIC, P, and flaw orientation () determine impact efficiency

    Impact without fracture elastically deforms the particle with theelastic strain energy released as thermal energy (heat)

    Impact inefficiency leads directly to high-energy consumption

    In ball and rod mills with the random nature of particle/steelinteractions, a wide distribution of "P" occurs leading to very

    inefficient particle fracture. A way to narrow this distribution

    is to use HPGR

    Such mills consume less energy and exhibit improved inter-particle separation in mineral aggregates (i.e., liberation via

    inter-phase cracking), particularly with diamond ores

    Diamond liberation without fracture damage is attributableto the high KICof diamond relative to that of the host rock

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    Comminution Testing

    Single Particle Breakage Tests Drop weight testing

    Split Hopkinson Bar tests

    Pendulum testing

    Multiple Particle Breakage Tests Bond Ball Mill test

    Bond Rod Mill test Comparison test

    High-velocity Impact Testing

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    Drop Weight Test

    2 to 3 inch pieces of rock are subjected to different

    drop weight energy levels to establish Wi(C)

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    Split Hopkinson Bar Test Apparatus

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    Split Hopkinson Bar Test Apparatus

    - Method to obtain material properties in a dynamic regime- Sample is positioned between two bars:

    - incident bar

    - transmission bar

    - A projectile accelerated by compressed air strikes theincident bar causing an elastic wave pulse.

    - Pulse runs through first bar - part reflected at the bar end,

    the other part runs through sample into transmission bar.

    - Strain gauges installed on surfaces of incident and

    transmission bars measure pulse strain to determine

    amplitudes of applied, reflected, and transmitted pulses.

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    Pendulum Test twin pendulum

    Rebound Pendulum

    Impact Pendulum

    Rock Particle

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    Bond Impact Crushing TestWi(C)

    Low-energy impact test pre-dates Bond Third Theory paper.

    Published by Bond in 1946

    Test involves 2 hammers

    striking a 2"-3" specimen

    simultaneously on 2 sides.

    Progressively more energy

    (height) added to hammersuntil the specimen breaks

    Doll et al (2006) have shown that drill core samples

    can be used to establish range of energy requirements

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    Bond Impact Crushing TestWi(C)

    Values measured are:

    1. E = Energy applied at breakage (J)

    2. w = Width of specimen (mm)

    3. = Specific gravity

    Wi(C) = _59.0E_

    w

    where Wi(C) = Bond Impact Crushing Work Index (kWh/t)

    F.C. Bond, 1947. "Crushing Tests by Pressure and Impact", Transactions of AIME, 169, 58-66.

    A. Doll, R. Phillips, and D. Barratt, 2010. "Effect of Core Diameter on Bond Impact Crushing

    Work Index", 5th International Conference on Autogenous and Semiautogenous

    Grinding Technology, Paper No. 75, pp.19.

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    Bond Impact Crushing TestWi(C)

    Some example results:

    A. Doll, R. Phillips, and D. Barratt, 2010. "Effect of Core Diameter on Bond Impact Crushing

    Work Index", 5th International Conference on Autogenous and Semiautogenous

    Grinding Technology, Paper No. 75, pp.19.

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    Bond Mill to determine Wi(RM)For a Wi(RM) test, the standard Closing screen size should be

    closing sieve size is 1180m. close to desired P80Multiply desired P80 by 2

    Stage crush 1250 ml of feed

    to pass 12.7 mm (0.5 in)

    Perform series of batch

    grinds in standard Bond

    rod mill - 1' D x 2' L

    (0.305 m x 0.610 m)

    Wave liners

    Mill speed = 40 rpm

    Charge = 8 rods (33.38 kg)

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    Bond Mill to determine Wi(RM)

    Initial sample = 1250 ml stage-crushed to pass 12.7 cm (0.5 in) Grind initial sample for 100 revolutions, applying "tilting" cycle

    Run level for 8 revs, then tilt up 5 for one rev, then downat 5 for one rev, then return to level and repeat the cycle

    Screen on selected closing screen to remove undersize. Addback an equal weight of fresh feed to return to original weight.

    Return to the mill and grind for a predetermined number of

    revolutions calculated to produce a 100% circulating load. Repeat at least 6 times until undersize produced per mill rev

    reaches equilibrium. Average net mass per rev of last 3 cycles

    to obtain rod mill grindability (Gbp) in g/rev.

    Determine P80 of final product.

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    Bond Mill to determine Wi(BM)For a Wi(BM) test, the standard Closing screen size should be

    closing sieve size is 150m. close to desired P80Multiply desired P80 by 2

    Stage crush 700 ml of feed

    to pass 3.35 mm (0.132 in)

    Perform series of batch

    grinds in standard Bond

    ball mill - 1' D x 1' L

    (0.305 m x 0.305 m)

    Smooth liners / rounded corners

    Mill speed = 70 rpm

    Charge = 285 balls (20.125 kg)

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    Bond Mill to determine Wi(BM)

    Initial sample = 700 ml stage-crushed to pass 3.35 cm Grind initial sample for 100 revolutions, no "tilting" cycle used

    Screen on selected closing screen to remove undersize. Addback an equal weight of fresh feed to return to original weight.

    Return to the mill and grind for a predetermined number ofrevolutions calculated to produce a 250% circulating load.

    Repeat at least 7 times until undersize produced per mill rev

    reaches equilibrium. Average net mass per rev of last 3 cyclesto obtain ball mill grindability (Gbp) in g/rev.

    Determine P80 of final product.

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    Effect of Circulating Load on Wi(BM)

    From S. Morrell, 2008. "A method for predicting the specific energy requirement of

    comminution circuits and assessing their energy utilization

    efficiency", Minerals Engineering, 21(3), 224-233.

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    Bond MillWi(BM) or Wi(RM)Procedure: use lab mill of set diameter with a set ball or

    rod charge and run several cycles (5-7) ofgrinding and screening to recycle coarse

    material into next stage until steady state

    (i.e., recycle weight becomes constant).

    Formula:

    where Wi = work index (kWh/t);P = 80% passing size of the product;

    F = 80% passing size of the feed;

    Gbp = net grams of screen undersize per mill revolution;

    P1 = closing screen size (mm)

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    Size Ranges for Different

    Comminution Tests

    Property Soft Medium Hard Very Hard

    Bond Wi (kWh/t) 7 - 9 9 -14 14 -20 > 20

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    Material Number Tested S.G.

    Work Index

    (kWh/t)All Materials 1,211 - 15.90

    Andesite 6 2.84 20.12

    Barite 7 4.50 6.32

    Basalt 3 2.91 18.85

    Bauxite 4 2.20 9.68

    Cement clinker 14 3.15 14.95

    Cement (raw) 19 2.67 11.59

    Coke 7 1.31 16.73

    Copper ore 204 3.02 14.03

    Diorite 4 2.82 23.04

    Dolomite 5 2.74 12.42Emery 4 3.48 62.50

    Feldspar 8 2.59 11.90

    Ferro-chrome 9 6.66 8.42

    Ferro-manganese 5 6.32 9.15

    Table of Materials Reported by Fred Bond1

    1 adjusted from short tons to metric tonnes

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    Material Number Tested S.G.

    Work Index

    (kWh/t)Ferro-silicon 13 4.41 11.03

    Flint 5 2.65 28.84

    Fluorspar 5 3.01 9.82

    Gabbro 4 2.83 20.34

    Glass 4 2.58 13.57Glass 4 2.58 13.57

    Gneiss 3 2.71 22.19

    Gold ore 197 2.81 16.46

    Granite 36 2.66 16.59

    Graphite 6 1.75 48.02

    Gravel 15 2.66 17.70Gypsum rock 4 2.69 7.42

    Iron ore hematite 56 3.55 14.25Hematite-specularite 3 3.28 15.26

    Table of Materials Reported by Fred Bond1

    1 adjusted from short tons to metric tonnes

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    Material Number Tested S.G.

    Work Index

    (kWh/t)Hematite Oolitic 6 3.52 12.49

    Magnetite 58 3.88 10.99

    Taconite 55 3.54 16.09

    Lead ore 8 3.45 12.93

    Lead-zinc ore 12 3.54 11.65

    Limestone 72 2.65 13.82

    Manganese ore 12 3.53 13.45

    Magnesite 9 3.06 12.27

    Molybdenum ore 6 2.70 14.11

    Nickel ore 8 3.28 15.05

    Oilshale 9 1.84 17.46Phosphate rock 17 2.74 10.93

    Potash ore 8 2.40 8.87

    Pyrite ore 6 4.06 9.84

    Pyrrhotite ore 3 4.04 10.55

    Table of Materials Reported by Fred Bond1

    1 adjusted from short tons to metric tonnes

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    Material Number Tested S.G.

    Work Index

    (kWh/t)Quartzite 8 2.68 10.56

    Quartz 13 2.65 14.96

    Rutile ore 4 2.80 13.98

    Shale 9 2.63 17.49

    Silica sand 5 2.67 15.54

    Silicon carbide 3 2.75 28.52

    Slag 12 2.83 10.35

    Slate 2 2.57 15.76

    Sodium silicate 3 2.10 14.88

    Spodumene ore 3 2.79 11.43

    Syenite 3 2.73 14.47Tin ore 8 3.95 12.02

    Titanium ore 14 4.01 13.59

    Trap rock 17 2.87 21.30

    Zinc ore 12 3.64 12.74

    Table of Materials Reported by Fred Bond1

    1 adjusted from short tons to metric tonnes

    Histogram of W Values Reported by Fred Bond1

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    Histogram of Wi Values Reported by Fred Bond1

    F.C. Bond, 1953. "Work Indexes Tabulated", Trans. AIME, March, 194, 315-316.

    F.C. Bond, 1952. "The Third Theory of Comminution", Trans. AIME, May, 193, 484-494.

    Average for 1055 tests = 14.85 kWh/t

    W S G

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    Wi versus S.G.

    F.C. Bond, 1953. "Work Indexes Tabulated", Trans. AIME, March, 194, 315-316.

    F.C. Bond, 1952. "The Third Theory of Comminution", Trans. AIME, May, 193, 484-494.

    Average Wi for 1055 tests = 14.85 kWh/t and 3.10 for S.G.

    C i F f B d W

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    Basic Assumption for Bond Equation: Mill Size = 2.44m C.L. = 250%

    1. Dry Grinding

    EF1 = 1.3 for dry grinding in closed circuit ball mill

    2. Wet Open Circuit

    EF2 = 1.2 for wet open circuit factor for same product size

    3. Large Diameter Mills

    EF3 = (2.44/Dm)0.2for Dm 3.81 m= 0.914 for Dm < 3.81 m

    Correction Factors for Bond Wi

    C ti F t f B d W

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    4. Oversize Feed

    Fo = Z (14.71/ [Wi(RM)]0.5

    where Fo = optimal feed size in mm

    Z = 16 for rod mills and 4 for ball mills

    If actual F80 size (in mm) is coarser, then

    (adjusted to metric tonnes)

    EF4 = 1 + 1.1(Wi(BM) 6.35)(F80 - Fo)/(RrFo)

    where Rr = F80 / P80

    5. Reduction Ratio (only apply when product size is less than 75 microns)

    EF5 = (P80 + 10.3) / (1.145 P80) where P80 is in microns

    Correction Factors for Bond Wi

    Wi (RM) Fo (mm)

    for a BM

    10 4.85

    12 4.43

    14 4.10

    16 3.83

    18 3.6220 3.43

    22 3.27

    24 3.13

    26 3.00

    28 2.90

    30 2.80

    C ti F t f B d W

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    6. High or Low Reduction Ratio for Rod Millswhere Rr - Rro is not between -2 and +2

    EF6 = 1 + (Rr Rro)2 / 159

    where Rro

    = 8 + 5L/D

    L = rod length (m)

    D = inside mill diameter (m)

    7. Low Reduction Ratio for Ball Mill

    EF7 = 1 + 0.013/(Rr - 1.35) if Rr < 6.0

    Correction Factors for Bond Wi

    C ti F t f B d W

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    8. Rod Mills

    Rod Mill only circuit

    EF8 = 1.4 if feed is from open-circuit crushing

    = 1.2 if feed is from closed-circuit crushing

    Rod Mill/Ball Mill circuit

    EF9 = 1.2 if feed is from open-circuit crushing

    = 1.0 if feed is from closed-circuit crushing

    9. Rubber Liners (due to energy absorption properties of rubber)

    EF9 = 1.07

    Correction Factors for Bond Wi

    Oth E I di

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    MacPherson Autogeneous Mill Work Index Test

    SMC Test

    JK Rotary Breaker Test

    JK Drop Weight Test

    Other Energy Indices

    B d Ab i I d A

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    Developed by Bond to predict wear rates of ball/rods and linersQuantifies the abrasiveness of an ore

    A 400g sample is stage-crushed & sized into the range -19+12.7 mm

    A standard weighed test paddle and enclosure are used

    Paddle is abraded by rotation with the sample for 15 min. at 632 rpmProcedure is repeated 4 times and paddle is re-weighed

    Loss in weight in grams is the Abrasion Index

    Some representative Bond abrasion indices:

    Limestone 0.026Quartz 0.180

    Magnetite 0.250

    Quartzite 0.690

    Taconite 0.700

    Does not account for wear by corrosion in milling circuits

    Bond Abrasion Index -Ai

    C i ti E T ti

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    Mines today perform Bond Work Index Tests on multiple samples

    A map of the drill core data is produced to show contours of orewith different Work Index Ranges

    Ball Mill, Rod Mill and Low Energy Crushing tests are done

    The mill will be designed based on Mine Production Scheduleto allow the mill to achieve desired liberation on the hardest ore

    Some consideration is now being given to using these mapsto do mine planning, so hard and soft ores can be blended to

    provide a more consistent mill feed

    Comminution Energy Testing

    C iti l S d E ti f Mill

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    Nc =42.3(D-0.5)

    Critical Speed Equation for Mills

    where

    Nc = critical speed (revolutions per minute)

    D = mill effective inside diameter (m)

    Typically , a mill is designed to achieve 75-80% of critical

    speed. SAG and AG mills operate with variable speed. Ball

    and rod mills have not in the past , but this is changing.

    Critical speed defines the velocity at which steel balls will

    centrifuge in the mill rather than cascade

    D Nc

    2 30

    3 24

    4 218 15

    12 12

    Grinding Mills

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    Grinding Mills

    Ball Mills

    Rod Mills

    Autogenous Mills

    Pebble Mills

    Semi-Autogenous Mills

    - limited to 20' (6m) ft. by rod length (bending)

    - cascade mills for iron ore

    - pioneered in Scandinavia, South Africa

    - pioneered in N.A.

    variable speed drives

    Grinding Mills

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    Grinding Mills

    Ball Mills

    Grinding Mills

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    Grinding Mills

    Ball Mills

    grate-discharge

    Grinding Mills

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    Grinding Mills

    Ball Mills

    rubber-lined

    Grinding Mills

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    Grinding Mills

    Ball Mills

    conical mill (Hardinge mill)

    Grinding Mills

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    Grinding Mills

    Ball Mills

    Grinding Mills

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    Grinding Mills

    Ball Mills

    Mufulira Mine Grinding Aisle - 1969

    Grinding Mills

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    Grinding Mills

    Rod Mills

    Grinding Mills

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    Grinding Mills

    Semi-Autogenous Mills

    Grinding Mills

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    Grinding Mills

    Semi-Autogenous Mills

    End-plate Liners in an overflow SAG Mill

    Grinding Mills

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    Grinding Mills

    Semi-Autogenous Mills

    Elements in a Grate-Discharge SAG Mill

    Grinding Mills

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    Grinding Mills

    Semi-Autogenous Mills

    Grinding Mills

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    Grinding Mills

    SAG Mill

    Ball Mill Circuit (Lac des Iles)

    Grinding Mills

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    Grinding Mills

    Grinding Control Diagram

    Secondary Crushing

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    Secondary Crushing

    Hydroset Control

    Automatic change

    in closed-side setting

    (C.S.S.)

    Motor load can be

    used to adjust feed

    tonnage and/or C.S.S.

    Grinding Mills

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    Grinding Mills

    Stirred Mills

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    Grinding Mills

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    Grinding Mills

    Vertical Stirred Mill (ultra-fine grinding)

    Grinding Mills

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    Grinding Mills

    Micronizer Jet Mill (ultra-fine grinding)

    Grinding Circuits

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    g

    One Stage Ball Mill Circuit

    Grinding Circuits

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    g

    Two Stage Ball Mill Circuit

    Grinding Circuits

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    Rod Mill / Ball Mill Circuit

    Grinding Circuits

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    SAG/AG

    Crusher - Ball Mill Circuit (ABC)


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