control of powder properties for food materials by …control of powder properties for food...
TRANSCRIPT
Control of Powder Properties for Food Materials by Fine Grinding with Various Pulverizers
BYDr. Satoshi Akiyama
ManagerNisshin Seifun Group Inc.
Dr. Carl K. IshitoGeneral Manager
Nisshin Engineering Inc.
* Powder & Bulk Solids 2006 (29th) Technical Session S21
* Presented date: May 11, 2006 (Thu) 9:00-10:15AM
* Place: Donald E. Stephens Convention Center, IL USA
Content
• Background and objectives
• A new approach to optimize blade geometry of a mechanical mill using a computer simulation
• Effects of types of mill on powder properties
• How to control powder properties including pasting property, color and flavor by fine grinding
BackgroundStress mechanisms in particle size reduction
a) Pressure between two surfaces (compressive)b) Cutting between two surfacesc) Shear stressd) Impact with a solid surfacee) Impact with another particle f) Attrition (friction)
(a) Pressure (b) Cutting & shear (c) Impact (d) Attrition
0.1 1 10 100 1000
Shear(attrition)
Freq
uenc
yPressure(compressive)
Impact
Diameter [µm]
Typical particle distributions of powder ground by three kind of forces
BackgroundStress mechanisms in particle size reduction
a) Pressure between two surfacesb) Cutting between two surfacesc) Shear stressd) Impact with a solid surfacee) Impact with another particle f) Attrition (friction)
Product quality for food materials:
dissolution, absorption, stability etc.
Changes in powder properties:particle size (surface area), crystal structure etc.
Objectives
1 Development of a new approach to optimize blade geometry of a mechanical impact mill for control of powder properties.
2 Control of powder properties for food materials by fine grinding
A new approach to optimize blade geometry of a mechanical impact mill
Numerical simulation: Particle trajectories in a mechanical impact mill
Impact energyExperiment: Calcium carbonate particles ground in a mechanical mill with various rotor blades
Particle size distribution, crystallinity changes
Grinding mechanisms of a mechanical impact mill
Blade
Rot
atio
nal
dire
ctio
nStator
Grinding zone
a) collision against walls (blades and stator)
b) collision with another particle
c) attrition on walls
d) cutting by blades
e) shear in a narrow gap between blade tip and stator
Mechanical mill
Screw feederBlower
Bag filter
Tachometer
Manometer
Orifice
Experimental apparatus
D1=150mm, D2=136mmW1=20mm, T=6mmc=2mm, H1=40mm
Table Dimensions
θΒ>0
Air flow
ω
Blade
Definition of blade angle
θΒ>0
Air flow
ω
BladeθΒ>0
Air flow
ω
Blade
Definition of blade angle
Blade
Inlet
Stator(cylinder)
Outlet(to Bag filter)
D1D2
H1T
c
RotorW1
zr
Blade
Inlet
Stator(cylinder)
Outlet(to Bag filter)
D1D2
H1T
c
RotorW1
zr
zr
Cross-sectional diagram of a mechanical impact mill
Flow fieldRealizable k-ε turbulent model Conditions:
Rotation speed ω: 14,000 min-1
Inlet velocity uz: 12 m/s
Particles TrajectoriesLagrangian dispersed phase modelConditions and assumptions:
Particle diameter Dp: 100 µmParticle density ρp: 1,400 kg/m3
Coefficient of restitution: 1 (perfectly elastic)Particle-particle interaction : negligibleEffect of particles on air properties: negligibleChange in particle size: negligibleNumber of particles: 100 (mono-sized )Injected velocity v: 0 m/s
Numerical simulations using Fluent
Calculation region
Blade (uθ= r ω)
Stator wall(uz=0,ur=0,uθ=0)
Periodic
Rear side
Front side
Blade
uInletuz=12m/s
Outlet
Rotor disc
zθ
0 0 0 =∂∂=∂∂=∂∂ θ zu,zu,zu zr
Rotor disc
r
Inlet
Pressure
-0.5
×10 4 Pa
0.0
0.5
1.0
z
r θ
(a) Velocity vectors andpressure contours
(b) Typical particle trajectories (Dp=100µm)
Impact position with stator wall
ω =14,000 min-1
Calculated results for blade angle θB=0°
vvz
Rebounding velocity in z-direction
Impact positions with stator wall
(a) θB=0o (b) θB=15o (c) θB=30o (d) θB=45o
Typical trajectories of a particle with a diameter of 100µm for various blade angles
160
120
80
40
0
Num
ber o
f im
pact
s [-]
50403020100Blade angle θB [deg.]
with blade with stator total
100
80
60
40
20
0
Impa
ct v
eloc
ity [m
/s]
50403020100Blade angle θB [deg.]
vtvn
θ
ω
u
θ
ω
u
B
Number of impacts and impact velocityas a function of blade angle
The definition of impact energies per particle mass
101
102
103
Impa
ct E
nerg
y [k
J/kg
]
50403020100
Blade angle θB [deg.]
Dp=100µm En Et
∑∑= =
⎟⎠⎞
⎜⎝⎛=
t iN
i
n
jjin
tn v
NE
1 1
2
,211
∑∑= =
⎟⎠⎞
⎜⎝⎛=
t iN
i
n
jjit
tt v
NE
1 1
2
,211
whereNt=total number of injected particles[-]ni=total number of impacts for an ith particle [-]vn=normal component of impact velocity [m/s]vt=tangential component of impact velocity [m/s]
(3)
(2)
vn
vt
vα
Normal impact energy En and tangential impact energy Et by the computer simulation
Inte
nsity
[a.u
.]
504030202θ [deg.]
Feed
0deg.
15deg.
30deg.
45deg.
(104)
I0
I
Calcium carbonate
0 RatioIntensity II=
Estimation of change in crystallinity:
X-ray diffraction (XRD) patterns for calcium carbonate particles ground in the impact mill with various blade angles
15
10
5
0Med
ian
diam
eter
Dp5
0 [µm
]
50403020100Blade angle θB [deg.]
0.4
0.3
0.2
0.1
0.0Inte
nsity
ratio
I/I 0 [
-]
50403020100Blade angle θB [deg.]
(a) Particle size (b) Crystallinity
Changes in particle size and crystallinity of calcium carbonate particles ground in the impact mill with various blade angles
Another application of the optimizing approach-effects of blade angle on properties of potato starch particles--
Material: Potato starchMill: the mechanical impact mill
with different blade angles Measurement
Particle sizeCrystallinity
X-ray diffraction (XRD)Pasting properties:
Rapid Visco Analyser (RVA)
RVA (Rapid Visco Analyser, Newport Scientific Pty. Ltd.)
60
40
201600
100
80
Time [s]
10000
8000
6000
4000
2000
0
Vis
cosi
ty
[cP]
Temperature
Peak viscosity
12008004000
Tem
pera
ture
[o C]Pasting Temp.
waterSwollen Broken
Pasting state in the RVA
Typical RVA pasting curve
Heating/cooling
Viscosity measurement
Paddle
Canister
Parameters for pasting propertiesPasting temperature:
Temperature where viscosity first increases
Peak viscosity:Maximum viscosity
25µm
Potato starch particles ground in the impact millwith various blade angles and a ball mill
(iii) θB=0°
(v) θB=30°
(iv) θB=15°
(vi) θB=45°
(a) Particle size distributions (b) SEM Photos
(i) Feed (ii) Ball mill 25µm
25µm
25µm
100
80
60
40
20
0
Cum
ulat
ive
unde
rsiz
e [%
]
10 100Particle diameter Dp [µm]
D50
Feed (37.0µm) 0º (31.5µm) 15º (27.6µm) 30º (25.5µm) 45º (32.0µm) Ball mill (59.3µm)
25µm
25µm
X-ray diffraction (XRD) patterns and the definition of crystalline index for potato starch particles
Inte
nsity
[a.u
.]
403020102θ [deg.]
IC
Ia
Ball-milled
Feed material
Inte
nsity
[a.u
.]
40302010
2θ [deg.]
Feed
0º
15º
30º
θB=45º
Ball-milled
(a) X-ray diffraction patterns
θθ
22
⋅∫ −⋅∫ −
=dIIdII
Cac
as
Crystalline index (Wakelin et al.)
where Ic: intensity of feed particles (crystalline)Ia: intensity of ball-milled particles (amorphous)Is: intensity of pulverized particles
(1)
1.2
1.0
0.8
0.6
0.4
0.2
0.0
Cry
stal
line
inde
x [-
]
50403020100
Blade angle θB [deg.]
θ
ω
u
θ
ω
u
B
Changes in crystallinity for potato starch particles ground in the impact mill with various blade angles
100
80
60
40
20
Tem
pera
ture
[o C]
12008004000Time [s]
10000
8000
6000
4000
2000
0
Vis
cosi
ty [c
P] 0o
15o
30o
45o
8000
6000
4000
Peak
vis
cosi
ty [c
P]
50403020100
Blade angle θB [deg.]
(b) Peak viscosity(a) RVA pasting curve
Pasting properties of potato starch particles ground in the impact mill with various blade angles
40
35
30
25
20Med
ian
diam
eter
Dp5
0 [µm
]
50403020100Blade angle θB [deg.]
60
58
56
54
52
50
Past
ing
tem
pera
ture
[o C]
50403020100
Blade angle θB [deg.]
(b) Particle size(a) Pasting temperature
Changes in properties of potato starch particles ground in the impact mill with various blade angles
Effects of types of mill on powder properties
Material: Potato starchMills: a mechanical impact mill, a jet mill, a ball millMeasurement:Particle size, crystallinity, pasting properties
Mechanical mill:Blade Mill Jet mill:Super Jet Mill
Chilling jacket
Stator
Rotor
Raw material
Pulverized powder
Blade
Rot
atio
nal
dire
ctio
nStator
Pulverizing zone
Structure of a mechanical impact mill (Blade Mill)
10
8
6
4
2
0
Freq
uenc
y [w
t%]
0.1 1 10 100 1000Particle diameter Dp [µm]
Wheat bran
ConventionalD50=35.2µmD100=352µm
OptimizedD50=9.6µmD100=124µm
Comparison of particle size distributions for wheat branComparison of particle size distributions for wheat branground in optimized and conventional mechanical millsground in optimized and conventional mechanical mills
Optimized mill
100µm 100µm
Conventional mill
SEM photos of wheat bran powderSEM photos of wheat bran powderground in optimized and ground in optimized and
conventional mechanical millsconventional mechanical mills
0.1
1
10
100
Spec
ific
ener
gy c
onsu
mpt
ion
w [k
Wh/
kg]
10 100Median particle diameter Dp50 [µm]
Optimized Conventional Jet mill
Wheat bran
80%
Comparison of specific energy consumption in the optimized Comparison of specific energy consumption in the optimized mechanical mill, a conventional mechanical mill and a jet millmechanical mill, a conventional mechanical mill and a jet mill
Outlet
Grinding nozzle
Inlet
Comp.air
Grinding zone(1st stage classifying)
Classifying zone(2st stage classifying)Classifying ring
Structure of a jet mill (Super Jet Mill)
Classifying ring
Inner wall structure (calculation region)
(a) Velocity vectors (b) Typical particle trajectories (Dp=10µm)
Classifying ring Classifying ring
Calculated results in the Super jet mill
Conventional jet millConventional jet mill
Relation between particle size distribution of product and mixture ratio ( color toner)
Super Jet MillSuper Jet Mill
30
25
20
15
10
5
0
Freq
uenc
y [v
ol.%
]
1 10 100 1000Particle diameter Dp [µm]
Feed (36.5µm) Jet mill (15.3µm) Mechanical mill (15.1µm) Ball mill (59.3µm)
Particle size distributions of potato starch particles ground in various mills
(a) Feed (b) Jet mill
(c) Mechanical mill (d) Ball mill
SEM photos of potato starch particles ground in various mills
5 10 15 20 25 30 352θ [deg.]
Feed
Jet mill
Mechanical mill
Ball mill
Inte
nsity
[a.u
.]
X-ray diffraction (XRD) patterns for potato starch particles ground in various mills
0 400 800 12000
20
40
60
80
100
Feed
Ball mill
0
2000
4000
6000
20
Jet mill
Mechanical mill
Temp.
T0=61.1oC,∆H=13.3J/g
Tem
pera
ture
[o C]
Vis
cosi
ty [c
P]
T0=50.7oC,∆H=4.1J/g
T0=56.1oC,∆H=11.2J/g
T0=49.2oC,∆H=3.5J/g
Time [s]
RVA (Rapid Visco Analyser) profile of potato starch particles ground in various mills
How to control color of powder by grindingMaterial: Green teaMethod:Grinding temperature and particle sizeType of mills: mechanical mill, jet mill, disc attrition mill
Measurement(color):A tristimulus colorimeter CR-310 (Minolta)
Raw material(leaves of green tea)
Ground product
L*a*
b*-60
-60+60
+60
22 *)(*)(* baC +=Chroma:
White (100)White (100)
Black (0)Black (0)
GreenGreen RedRed
BlueBlue
YellowYellow
CIE(International Committee on Illumination)L* a* b* color coordinates
L* : Lightness of a color( ranges from black at 0 to white at 100 )
C* : Chroma ( color saturation or purity )
34
32
30
28
26
24
22Ch
rom
a C*
806040200-20Outlet temperature To [
oC]
D50 8µm 12µm 15µm
76
72
68
64
60
Ligh
tnes
s L*
806040200-20Outlet temperature To [
oC]
D50 8µm 12µm 15µm
Effect of grinding temperature on color of green tea powder for various particle sizes
25
20
15
10
5
0
Freq
uenc
y [v
ol.%
]
0.1 1 10 100 1000Particle diameter Dp [µm]
Jet mill (3.6µm) Mechanical mill (7.9µm) Disc attrition mill (19.8µm)
Particle size distributions of green tea powder ground in different types of mill
20µm 20µm 20µm
(b) Mechanical mill(a) Jet mill (c) Disc attrition mill
SEM photos of green tea powder ground in various mills
72
70
68
66
64
62
60
Ligh
tnes
s L*
1 10 100Median particle diameter D50 [µm]
Jet mill Mechanical mill Disc attrition mill
Effect of particle size on color of green tea powder
How to control flavor of powder by grindingMaterial: Buckwheat, green teaMethod:
Grinding temperature and particle sizeType of mills;mechanical mill, jet mill, disc attrition mill
Measurement (flavor):GC-MS(Gas Chromatograph-Mass Spectrometer) system: GC-17A&QP-5000 (Shimazu, Japan)
Buckwheat(a) Flowers (b) Husks (c) Grains (d) Flour
4 6 8 10 12 14 16Time [min]
Abu
ndan
ce
Mechanical mill
To = 50 oC
To = 10 oC
Buckwheat flourDp50=30µm
Example of Gas chromatogram for buckwheat flour ground in the mechanical mill
0 0.5 1.0 1.5Flavor intensity ratio
Stone mill(Disc attrition mill)
Mechanical mill(To = 50oC)
Mechanical mill(To = 10oC)
BuckwheatDp50=30µm
Effect of grinding temperature on flavor of buckwheat flour ground in the mechanical mill
Effect of grinding temperature and particle size on flavor intensity of green tea powder
10
8
6
4
2
0
Flav
or in
tens
ity
6040200
Outlet temperature T0 [oC]
8 µm12µm
Stone mill(Dp50=13µm)
Mechanical mill(Dp50=15µm, To = 45oC)
Mechanical mill(Dp50=15µm, To = 20oC)
Jet mill(Dp50=11µm, To = 16oC)
Flavor intensity ratio0 0.4 1.2 1.41.00.80.60.2
Green tea
Effect of type of mill on flavor of green tea powder
ConclusionsConclusions(1) The simulated impact energies are useful parameters
for determining the optimum blade angle of the mechanical mill.
(2) The optimum blade angle for efficient changes in crystallinity of particles and pasting properties is different from that for size reduction.
(3) The particle size has a significant effect on color of powder. The grinding temperature and particle size influence flavor of powder.
(4) Types of mill strongly influence pasting properties of potato starch.