nucleation and nanoparticle growth in flame aerosol process by usaxs nikhil agashe, greg beaucage,...

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Nucleation and Nanoparticle Growth in Flame Aerosol Process by USAXS Nikhil Agashe, Greg Beaucage, Doug Kohls – Dept. of Chemical and Materials Engineering, University of Cincinnati. Hendrik Kammler, Rainer Jossen, Sotiris Pratsinis – Institute of Process Engineering, ETH-Zurich. Pete Jemian, Jan Ilavsky – UNICAT, APS, Argonne. Theyencheri Narayanan – High Brilliance Beamline ID02, ESRF, Grenoble. The UNICAT facility at the Advanced Photon Source (APS) is supported by the U.S. DOE under Award No. DEFG02-91ER45439, through the Frederick Seitz Materials Research Laboratory at the University of Illinois at Urbana-Champaign, the Oak Ridge National Laboratory (U.S. DOE contract DE-AC05-00OR22725 with UT-Battelle LLC), the National Institute of Standards and Technology (U.S. Department of Commerce) and UOP LLC. The APS is supported by the U.S. DOE, Basic Energy Sciences, Office of Science under contract No. W-31-109-ENG-38. Abstract Ultra small angle x-ray scattering (USAXS) is used as an in-situ technique to characterize titania particles made by high temperature flame method. Due to the extremely fast nature of the reaction and low concentrations associated with this process, it is difficult to accurately observe the formation of nuclei and their growth to form aggregated nanoparticles by thermophoretic sampling. The high brilliance of synchrotron radiation provides a method to study in situ particles at low concentrations. The Bonse-Hart camera of the USAXS instrument at UNICAT (APS, Argonne) and the pinhole camera of the SAXS instrument at beamline ID-02 (ESRF, Grenoble) can measure a wide range of size from nanometer (10 -9 m) to micrometer (10 -6 m) and make it possible to simultaneously examine evolution and morphology of these particles. Particle characteristics like the titania volume fraction, primary particle size, polydispersity in this particle size, number concentration, aggregate size and mass fractal dimension (d f ) are presented along the flame axis. The aggregates have complex mass fractal shapes which are joined by partial coalescence, ionic bonds and van der Waals forces. Nucleation and Particle Growth in Flame Reactants Precursor, Fuel, O 2 /Air, N 2 (diluent) Premixed Flame Single Tube Reactor Diffusion Flame Concentric Multitube Reactor Flame Temperatur e 0 mm 25 mm 50 mm 75 mm 100 mm 125 mm Height above burner (HAB) ~2100 °K ~2300 °K ~2350 °K ~2150 °K ~1800 °K ~1600 °K ~1450 °K ~1250 °K Vapor to Solid Reaction Nucleation Aggregation: Low temperature makes coalescence impossible. Coalescence: High temperature causes particle growth MP for titania is ~2100°K. This temperature can be regarded as the cross-over point from Coalescence to Partial Coalescence and Aggregation. Burner Setup for In-situ Measurement Advantages of In- situ Study : Insitu SAXS measurement serves as a better tool than thermophoretic sampling for study of nucleation and particle growth in flames. The temperature of the flame is generally greater than the melting point of titania, and hence thermophoretic sampling does not guarantee that the collected particles are representative of the conditions in the flame. Bonse-Hart camera was used for in-situ measurements at UNICAT. Beam was 2mm wide by 0.4mm high. At ESRF, pinhole SAXS camera was used. Beam was 0.4 mm in diameter Detecto r Burner USAXS Data Analysis – Unified Function UNICAT APS G 1 B 1 R g1 Guinier Regimes – Scattering due to particles (knee). R g is a measure of particle size Porod Law – Scattering caused by surface of particles. –4 Slope indicates smooth surface 3 2 2 2 2 g R q e V N q I 4 2 2 Sq N q I f d Bq q I Power Law Decay – corresponds to the mass fractal aggregates; here d f is the fractal dimension B 2 R g2 G 2 q R ze ParticleSi q 1 ~ , 2 sin 4 Unified Function yields 7 parameters: G 1 , Rg 1 , B 1 , G 2 , R g2 , B 2 and d f . These values are used to calculate the particle size, polydispersity and number density of primary particles. G BR PDI R R R R p G Q N R nm d Q B V S nm d g d c d g p p f 62 . 1 4 26 . 0 ) ( 6000 6000 ) ( 4 1 2 1 2 4 2 2 2 2 1 1 min d min and PDI give accurate estimate of polydispersity and aggregate structure Reference: Beaucage, G., Journal of Applied Crystallography 28 717 (1995). Beaucage, G., Journal of Applied Crystallography 29 134 (1996). Acknowledgements NSF-CTS 0070214 and NSF-CTS 9986656 to Beaucage Swiss National Science Foundation SNF 21000- 055469.98 to Pratsinis USAXS Camera, UNICAT at the Advanced Photon Source Argonne National Laboratories, Chicago. SAXS Camera, High Brilliance Beamline ID-02 European Synchrotron Radiation Facility, Grenoble (France). Summary In situ studies are very important in understanding the behavior of the particle in the flame. The highly brilliant beams at the APS and ESRF facilities provide an excellent opportunity to carry out these studies. Nucleation, particle growth, aggregate dimension and aggregate characteristics were evaluated for the important zones in the flame. Particle growth takes place completely in the flame, while further out aggregation of these particles is seen. Lateral diffusion of particles and aggregates from the center of the flame is also observed. In-situ method is more effective than thermophoretic sampling, as really low number density of particles is also detected. • This is a modern technique that can achieve more than thermophoretic sampling. Silica Diffusion Flame – ESRF 140 120 100 80 60 40 20 0 mm 20 10 0 -10 -20 mm 6 5 4 3 2 1 0 nNumber of Particles, a.u. Number Concentration 20x10 -9 15 10 5 0 Number Particles, a.u. 140mm 120 100 80 60 40 20 Height Above Burner, mm LAT = 0 DF8B_FitResults_40_5_0 LAT = 4 DF8B_FitResults_48_5_0 LAT = -4 DF8B_FitResults_32_5_0 Nucleation can be seen at 2 mm HAB. This is seen by the spike in the number concentration at 2 mm HAB. This also results in lowering the average particle size. Secondary Nucleation takes place at 50 mm HAB. The number density is also higher laterally outside the flame than that at the central axis. Decrease in Number Concentration is due to combined effect of coalescence and lateral diffusion outside the flame.. 140 120 100 80 60 40 20 0 mm 20 10 0 -10 -20 mm 1.6 1.5 1.4 1.3 1.2 1.1 1.0 df Fractal Dimension (d f ) The aggregate dimension increases further outside the flame. This is because in this zone aggregation dominates coalescence. d f also increases in the lateral direction. As the particles diffuse laterally outside the flame, they experience lower temperatures resulting in partial coalescence and aggregation Particles in the flame are linear and non- aggregated indicating sintering and coalescence. Coalescence results in complete joining of particles to form a bigger particle. 1.5 1.4 1.3 1.2 1.1 1.0 df -20mm -10 0 10 20 Lateral Position, mm 100 mm HAB DF8B_Fi 75 mm HAB DF8B_Fit 50 mm HAB DF8B_Fit Particle Size 80 60 40 20 d S/V, nm 140mm 120 100 80 60 40 20 Height Above Burner, mm LAT = 0 DF8B_FitResults_40_4_0 LAT = 3 DF8B_FitResults_46_4_0 LAT = -3 DF8B_FitResults_34_4_0 10 22 25 28 30 40 140 120 100 80 60 40 20 0 mm 20 10 0 -10 -20 mm 100 80 60 40 20 0 d S/V, nm Particles grow in the flame due to coalescence at high temperatures. Particles show linear growth outside the flame. Final particle size is about 60 to 80 nm. nm Titania Premixed Flame – UNICAT/APS Primary particle grows steadily with time in the flame. from 10 nm initially to about 35 nm. Final particle size was 25 nm. The sudden increase in Number Concentration denotes the nucleation event. (Note the corresponding decrease in average particle size). Decrease in number density is due to Coalescence and lateral diffusion. Polydispersity Index (PDI) is high initially (Nucleation leads to formation of nuclei of different sizes). But PDI then decreases with time as we go higher in the flame (Sintering). Powder Aggregates are mass fractal in nature. Fractal dimension remains around 2.5 Aggregates are linear and polydisperse low in the flame. They then coalesce to form branched monodispersed structures. Outside the flame, the particles again form linear polydispersed structures. Fractal and Minimum Dimension Polydispersity Index Degree of Aggregation Particle Size & Number Concentration d f d min (d min =d f /c) d f (Agg1) = d min (Agg2) Height above burner (HAB) can be converted to residence time of the particles in the flame by using total initial flow rate and flame temperature. Results in this section are presented vs. residence time of particles in flame as opposed to HAB as is the convention. DOA remains low at first in the high temperature region of the flame (Coalescence); it increases high above in the flame where the particles experience lower temperatures (Aggregation).

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Page 1: Nucleation and Nanoparticle Growth in Flame Aerosol Process by USAXS Nikhil Agashe, Greg Beaucage, Doug Kohls – Dept. of Chemical and Materials Engineering,

Nucleation and Nanoparticle Growth in Flame Aerosol Process by USAXSNikhil Agashe, Greg Beaucage, Doug Kohls – Dept. of Chemical and Materials Engineering, University of Cincinnati.

Hendrik Kammler, Rainer Jossen, Sotiris Pratsinis – Institute of Process Engineering, ETH-Zurich.Pete Jemian, Jan Ilavsky – UNICAT, APS, Argonne. Theyencheri Narayanan – High Brilliance Beamline ID02, ESRF, Grenoble.

The UNICAT facility at the Advanced Photon Source (APS) is supported by the U.S. DOE under Award No. DEFG02-91ER45439, through the Frederick Seitz Materials Research Laboratory at the University of Illinois at Urbana-Champaign, the Oak Ridge National Laboratory (U.S. DOE contract DE-AC05-00OR22725 with UT-Battelle LLC), the National Institute of Standards and Technology (U.S. Department of Commerce) and UOP LLC. The APS is supported by the U.S. DOE, Basic Energy Sciences, Office of Science under contract No. W-31-109-ENG-38.

AbstractUltra small angle x-ray scattering (USAXS) is used as an in-situ technique to characterize titania particles made by high temperature flame method. Due to the extremely fast nature of the reaction and low concentrations associated with this process, it is difficult to accurately observe the formation of nuclei and their growth to form aggregated nanoparticles by thermophoretic sampling. The high brilliance of synchrotron radiation provides a method to study in situ particles at low concentrations. The Bonse-Hart camera of the USAXS instrument at UNICAT (APS, Argonne) and the pinhole camera of the SAXS instrument at beamline ID-02 (ESRF, Grenoble) can measure a wide range of size from nanometer (10-9 m) to micrometer (10-6 m) and make it possible to simultaneously examine evolution and morphology of these particles. Particle characteristics like the titania volume fraction, primary particle size, polydispersity in this particle size, number concentration, aggregate size and mass fractal dimension (df) are presented along the flame axis. The aggregates have complex mass fractal shapes which are joined by partial coalescence, ionic bonds and van der Waals forces.

Nucleation and Particle Growth in Flame

Reactants – Precursor, Fuel, O2/Air, N2 (diluent)

Premixed FlameSingle Tube Reactor

Diffusion FlameConcentric Multitube Reactor

Flame Temperature

0 mm

25 mm

50 mm

75 mm

100 mm

125 mm

Height above burner (HAB)

~2100 °K

~2300 °K

~2350 °K

~2150 °K

~1800 °K

~1600 °K

~1450 °K

~1250 °K

Vapor to Solid Reaction

Nucleation

Aggregation: Low temperature makes coalescence impossible.

Coalescence: High temperature causes particle growth

MP for titania is ~2100°K. This temperature can be regarded as the cross-over point from Coalescence to Partial Coalescence and Aggregation.

Burner Setup for In-situ MeasurementAdvantages of In-situ Study:

Insitu SAXS measurement serves as a better tool than thermophoretic sampling for study of nucleation and particle growth in flames.

The temperature of the flame is generally greater than the melting point of titania, and hence thermophoretic sampling does not guarantee that the collected particles are representative of the conditions in the flame.

Bonse-Hart camera was used for in-situ measurements at UNICAT. Beam was 2mm wide by 0.4mm high. At ESRF, pinhole SAXS camera was used. Beam was 0.4 mm in diameter

DetectorBurner

USAXS Data Analysis – Unified Function

UNICAT APS

G1

B1

Rg1

Guinier Regimes – Scattering due to particles (knee). Rg is a measure of particle size

Porod Law – Scattering caused by surface of particles. –4 Slope indicates smooth surface

322

22gRq

eVNqI

422 SqNqI

fdBqqI

Power Law Decay – corresponds to the mass fractal aggregates; here df is the fractal dimension

B2

Rg2G2

qRzeParticleSi

q

1~,

2sin

4

Unified Function yields 7 parameters: G1, Rg1, B1, G2, Rg2, B2 and df. These values are used to calculate the particle size, polydispersity and number density of primary particles.

G

BRPDI

R

R

R

Rp

G

QN

Rnmd

QBVSnmd

g

dcd

gp

p

f

62.1

4

26.0)(

60006000)(

4

1

2

1

2

42

2

22

11

min

dmin and PDI give accurate estimate of polydispersity and aggregate structureReference:

Beaucage, G., Journal of Applied Crystallography 28 717 (1995).Beaucage, G., Journal of Applied Crystallography 29 134 (1996).

AcknowledgementsNSF-CTS 0070214 and NSF-CTS 9986656 to BeaucageSwiss National Science Foundation SNF 21000-055469.98 to Pratsinis

USAXS Camera, UNICAT at the Advanced Photon SourceArgonne National Laboratories, Chicago.

SAXS Camera, High Brilliance Beamline ID-02European Synchrotron Radiation Facility, Grenoble (France).

Summary• In situ studies are very important in understanding the

behavior of the particle in the flame. The highly brilliant beams at the APS and ESRF facilities provide an excellent opportunity to carry out these studies.

• Nucleation, particle growth, aggregate dimension and aggregate characteristics were evaluated for the important zones in the flame.

• Particle growth takes place completely in the flame, while further out aggregation of these particles is seen.

• Lateral diffusion of particles and aggregates from the center of the flame is also observed.

• In-situ method is more effective than thermophoretic sampling, as really low number density of particles is also detected.

• This is a modern technique that can achieve more than thermophoretic sampling.

Silica Diffusion Flame – ESRF

140

120

100

80

60

40

20

0

mm

20100-10-20

mm

6

5

4

3

2

1

0

nN

um

ber o

f P

artic

les, a

.u.

Number Concentration20x10

-9

15

10

5

0

Nu

mb

er

Par

ticle

s, a

.u.

140mm12010080604020

Height Above Burner, mm

LAT = 0 DF8B_FitResults_40_5_0 LAT = 4 DF8B_FitResults_48_5_0 LAT = -4 DF8B_FitResults_32_5_0

Nucleation can be seen at 2 mm HAB. This is seen by the spike in the number concentration at 2 mm HAB. This also results in lowering the average particle size.

Secondary Nucleation takes place at 50 mm HAB. The number density is also higher laterally outside the flame than that at the central axis.Decrease in Number Concentration is due to combined effect of coalescence and lateral diffusion outside the flame..

140

120

100

80

60

40

20

0

mm

20100-10-20mm

1.6

1.5

1.4

1.3

1.2

1.1

1.0

df

Fractal Dimension (df)

The aggregate dimension increases further outside the flame. This is because in this zone aggregation dominates coalescence.

df also increases in the lateral direction. As the particles diffuse laterally outside the flame, they experience lower temperatures resulting in partial coalescence and aggregation

Particles in the flame are linear and non-aggregated indicating sintering and coalescence. Coalescence results in complete joining of particles to form a bigger particle.

1.5

1.4

1.3

1.2

1.1

1.0

df

-20mm -10 0 10 20

Lateral Position, mm

100 mm HAB DF8B_FitResults_9_x_3_1 75 mm HAB DF8B_FitResults_14_x_3_1 50 mm HAB DF8B_FitResults_19_x_3_1

Particle Size

80

60

40

20

d S/

V, n

m

140mm12010080604020

Height Above Burner, mm

LAT = 0 DF8B_FitResults_40_4_0 LAT = 3 DF8B_FitResults_46_4_0 LAT = -3 DF8B_FitResults_34_4_0

nm

1022

2528

30

40

140

120

100

80

60

40

20

0

mm

20100-10-20

mm

100

80

60

40

20

0

d S

/V, n

m

Particles grow in the flame due to coalescence at high temperatures.

Particles show linear growth outside the flame. Final particle size is about 60 to 80 nm.

nm

Titania Premixed Flame – UNICAT/APS

Primary particle grows steadily with time in the flame. from 10 nm initially to about 35 nm. Final particle size was 25 nm.

The sudden increase in Number Concentration denotes the nucleation event. (Note the corresponding decrease in average particle size). Decrease in number density is due to Coalescence and lateral diffusion.

Polydispersity Index (PDI) is high initially (Nucleation leads to formation of nuclei of different sizes). But PDI then decreases with time as we go higher in the flame (Sintering).

Powder Aggregates are mass fractal in nature. Fractal dimension remains around 2.5

Aggregates are linear and polydisperse low in the flame. They then coalesce to form branched monodispersed structures. Outside the flame, the particles again form linear polydispersed structures.

Fractal and Minimum Dimension

Polydispersity IndexDegree of Aggregation

Particle Size & Number Concentration

df

dmin

(dmin=df/c)

df (Agg1) = dmin (Agg2)

Height above burner (HAB) can be converted to residence time of the particles in the flame by using total initial flow rate and flame temperature. Results in this section are presented vs. residence time of particles in flame as opposed to HAB as is the convention.

DOA remains low at first in the high temperature region of the flame (Coalescence); it increases high above in the flame where the particles experience lower temperatures (Aggregation).