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© 2020 HORIBA, Ltd. All rights reserved. 1
© 2020 HORIBA, Ltd. All rights reserved. 2© 2020 HORIBA, Ltd. All rights reserved. 2
Modern Particle
Characterization Techniques
Introduction
Instruments Incorporated
Irvine, California
Dr. Michael C. Pohl
April 22, 2020
© 2020 HORIBA, Ltd. All rights reserved. 3
Why Characterize Particles?
Industry Industry
Ceramic Construction
Oil/rubber Chemical
Battery Pharmaceutical
Electricity Food/Drink
Automobile Paper/Pulp
Mining Ink/Toner
Particle physical properties material behavior and processing across a number of industries
© 2020 HORIBA, Ltd. All rights reserved. 4
How will the data be used?
Particle Size Parameter
Physical Property
(Scratching Power)
(Rate of Surface Removal)
(Rate of Dissolution)
(Rate of Aggregation)
(Dispersion Stability)
(Hiding Power)
(𝐷50 Value)
(% > 1.0 μm)
(% > 0.5 μm)
(Overall Distribution)
© 2020 HORIBA, Ltd. All rights reserved. 5
Particle Sizing
Particle Counting
Surface Area
Porosimetry
Zeta Potential
Particle Shape
Many More
Particle Characterization Methods
© 2020 HORIBA, Ltd. All rights reserved. 6
Sedimentation
Coulter Counter
Laser Light Scattering
Dynamic Light Scattering
Image Analysis
Nano Particle Tracking
Many More
Particle Sizing Techniques
© 2020 HORIBA, Ltd. All rights reserved. 7
Size Range by Technique (µm)
0.01 0.1 1 10 100 1000
Colloidal
Suspensions and Slurries
DLS / SZ-100
Powders
Fine Coarse
Optical Microscopy / PSA300 & Eyecon2
Laser Diffraction / LA-960
Acoustic Spectroscopy
Electrozone Sensing
Disc-Centrifuge
Light Obscuration
0.001
Macromolecules
Nano-Metric
MethodsAppsSizes
Sedimentation
Sieves
Electron Microscope
© 2020 HORIBA, Ltd. All rights reserved. 8
Electrical Zone Sensing
• Coulter Principle
– Based on change in conductivity of
aperture as particle traverses.
– Requires conducting liquid.
– Directly measures particle volume
and counts.
– High resolution
– Used for blood cell counting more
than industrial applications
© 2020 HORIBA, Ltd. All rights reserved. 9
Sedimentation
• Stokes Law
Time
Sedimentation of same density
material in a viscous medium
Vp = Settling velocity of discrete particle
g = Gravity constant
ρp = Density of Particle
ρl = Density of Carrier Fluid
µ = Viscosity of Carrier Fluid
Note: assumes settling of spherical particle
Under-sizes compared to other techniques if non-spherical
 g
V
D
lp
p




18
© 2020 HORIBA, Ltd. All rights reserved. 10
Laser Diffraction
•Particle size 0.01 – 3000 µm
•Converts angular variations in scattered light to
particle size distribution
•Quick, repeatable
•Most common technique
•Suspensions & powders
Laser diffraction
Silica ~ 30 nm
© 2020 HORIBA, Ltd. All rights reserved. 11
Dynamic:
Particles flow past camera(s)
Static:
Particles fixed on slide,
stage moves slide
Automated Microscopy
© 2020 HORIBA, Ltd. All rights reserved. 12
DLS – Dynamic Light Scattering
•Particle size < 1 nm – 8 µm
•Converts intensity variations in scattered light
to particle size distribution
•Quick, repeatable
•Suspensions
Z-average
Diameter, nm
Run 1 50.5
Run 2 51.1
Run 3 49.2
Run 4 51.5
Run 5 49.7
Run 6 50.9
Avg. 50.5
Std.
Dev.
0.9
COV 1.7 %
Nanogold ~ 50 nm
© 2020 HORIBA, Ltd. All rights reserved. 13
Homogeneous
Line Start
X-ray Irradiation
Light Irradiation
Cell Moves
Source Moves
Gravity Sedimentation
Centrifugal Sedimentation
Many More
Sedimentation Particle Sizing Approaches
© 2020 HORIBA, Ltd. All rights reserved. 14
BET Surface Area
AmountAdsorbed
0 0.30 p/p0
Relative Pressure
Small surface area
Large surface area
© 2020 HORIBA, Ltd. All rights reserved. 15
From: NIST Recommended Practice Guide
Special Publication 960-1
Particle Size Characterization
Ajit Jillavenkatesa
Stanley J. Dapkunas
Lin-Sien H. Lum
Materials Science and
Engineering Laboratory
January 2001
Particle Analysis Workflow
© 2020 HORIBA, Ltd. All rights reserved. 16
All analytical determinations start with sampling
(PCA is no exception)
• A representative sample is the key to drawing any scientific conclusion
• This process is seemingly easy, but really complicated
• It is a science of its own so needs some discussion
• It is especially important for broad size distributions
• It is often overlooked by users
© 2020 HORIBA, Ltd. All rights reserved. 17
Reliability of selected sampling methods
using a 60:40 sand mixture
Sampling Technique Standard Deviation
Cone and Quartering 6.81
Scoop Sampling 5.14
Table Sampling 2.09
Chute Slitting 1.01
Spinning Riffling 0.146
Random Variation 0.075
Allen, T. (1997). Particle Size Measurement Volume 1: Powder Sampling and Particle Size measurement fifth edition., Page 21.
Chapman & Hall.
© 2020 HORIBA, Ltd. All rights reserved. 18
www.samplingsystems.com
Sampling from Drums
© 2020 HORIBA, Ltd. All rights reserved. 19
Technique: Chute Riffling
Chute splitting allows sample to vibrate down a chute to
vanes which separate the mass into two portions. Each
portion moves further where they each are divided into two
parts, now giving four parts. This is often continued until 8
or 16 portions are obtained.
© 2020 HORIBA, Ltd. All rights reserved. 20
Sample Dividers
© 2020 HORIBA, Ltd. All rights reserved. 21
Technique: Sampling from Beaker
• Liquid should be in motion vertically and
horizontally to ensure good mixing.
• Pipette should be about one-third of the
way from the bottom when extracting
sample.
• Alternative: When mixing powders into a
slurry: make paste, pipette from paste
IMPELLER PIPETTE
© 2020 HORIBA, Ltd. All rights reserved. 22
Preparation of a Corundum Particle Size Reference Material
Reference: Joint Research Centre (2018) Certification Report – The Certification of Particle Size distribution of Corundum:
ERM-FD069, Luxembourg: Publications office of the European Union
© 2020 HORIBA, Ltd. All rights reserved. 23
Now you have a sample what comes next?
(Sample Preparation)
• Most typical method is to match the process which produced the sample
• High Energy or low energy
• How are others in your industry doing the analysis?
• This can be a huge time saver
• Who will possibly be viewing my data?
• Standard preparation may already be specified
• How do you wish to see your sample?
• Primary particles or how they truly exist
• Possible challenges in preparation
• What tools are at my disposal and how do they effect the size
• What will I be trying to do with the data?
• Data Matching, performance prediction, new research, etc.
© 2020 HORIBA, Ltd. All rights reserved. 24
Sample Preparation tools at your disposal
• All sorts of dispersing media
• Organics and Inorganics
• All sorts of dispersants and surfactants
• McCutcheon’s Directory has loads of them
• All sorts of mixing devices
• Magnetic Mixers all the way to Waring Blenders
• All sorts of ultrasonic devices
• Baths to high energy probes
• Dispersion available during measurement
• Assure sample stability throughout an analysis
© 2020 HORIBA, Ltd. All rights reserved. 25
General Dispersion Procedures
Reference: ASTM International (2016) Standard Guide for Liquid dispersion of Metal Powders
and Related Compounds for Particle Size Analysis, Designation: B821 – 10, Page 2.
© 2020 HORIBA, Ltd. All rights reserved. 26
Recommended Dispersion Procedures
Reference: Joint Research Centre (2018) Certification Report – The Certification of Particle Size distribution of Corundum:
ERM-FD069, Luxembourg: Publications office of the European Union
© 2020 HORIBA, Ltd. All rights reserved. 27
D(v,0.9)D(v,0.1)
Size µm
D(4,3) sensitive to large particles
D(3,2)
D(v,0.5)
median
D(v,1.0)
Never use
the D100!
sensitive to small particles
10% of the particles lie
below this diameter
90% of the particles lie
below this diameter
half are larger than this diameterhalf are smaller than this diameter
Most Common Statistics
© 2020 HORIBA, Ltd. All rights reserved. 28
What conclusion can be reached from the data
• The distribution became larger or smaller
• Some aspect of the distribution has changed
• The particle distribution got broader or narrower
• The two modes can be analyzed separately
• There are too many coarse particles in the sample
• The two sets are data are similar or different
• The two techniques produce similar or different data
© 2020 HORIBA, Ltd. All rights reserved. 29
Which Analyzer?
Size, desired resolution, and budget determine technology and product.
For a given problem the choice is often clear.
ViewSizer 3000 PSA-300
LA-350
LA-960
SZ-100
Size AND shape
Eyecon2
© 2020 HORIBA, Ltd. All rights reserved. 30
Want to know more about this particle series?
Sign up for the newsletter:
labinfo@horiba.com
Modern Particle Characterization Technique Series II:
Laser Diffraction
Thursday, May 28, 2020
© 2020 HORIBA, Ltd. All rights reserved. 31© 2020 HORIBA, Ltd. All rights reserved. 31
© 2020 HORIBA, Ltd. All rights reserved. 32

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Modern Particle Characterization Techniques Series I: Introduction

  • 1. © 2020 HORIBA, Ltd. All rights reserved. 1
  • 2. © 2020 HORIBA, Ltd. All rights reserved. 2© 2020 HORIBA, Ltd. All rights reserved. 2 Modern Particle Characterization Techniques Introduction Instruments Incorporated Irvine, California Dr. Michael C. Pohl April 22, 2020
  • 3. © 2020 HORIBA, Ltd. All rights reserved. 3 Why Characterize Particles? Industry Industry Ceramic Construction Oil/rubber Chemical Battery Pharmaceutical Electricity Food/Drink Automobile Paper/Pulp Mining Ink/Toner Particle physical properties material behavior and processing across a number of industries
  • 4. © 2020 HORIBA, Ltd. All rights reserved. 4 How will the data be used? Particle Size Parameter Physical Property (Scratching Power) (Rate of Surface Removal) (Rate of Dissolution) (Rate of Aggregation) (Dispersion Stability) (Hiding Power) (𝐷50 Value) (% > 1.0 μm) (% > 0.5 μm) (Overall Distribution)
  • 5. © 2020 HORIBA, Ltd. All rights reserved. 5 Particle Sizing Particle Counting Surface Area Porosimetry Zeta Potential Particle Shape Many More Particle Characterization Methods
  • 6. © 2020 HORIBA, Ltd. All rights reserved. 6 Sedimentation Coulter Counter Laser Light Scattering Dynamic Light Scattering Image Analysis Nano Particle Tracking Many More Particle Sizing Techniques
  • 7. © 2020 HORIBA, Ltd. All rights reserved. 7 Size Range by Technique (µm) 0.01 0.1 1 10 100 1000 Colloidal Suspensions and Slurries DLS / SZ-100 Powders Fine Coarse Optical Microscopy / PSA300 & Eyecon2 Laser Diffraction / LA-960 Acoustic Spectroscopy Electrozone Sensing Disc-Centrifuge Light Obscuration 0.001 Macromolecules Nano-Metric MethodsAppsSizes Sedimentation Sieves Electron Microscope
  • 8. © 2020 HORIBA, Ltd. All rights reserved. 8 Electrical Zone Sensing • Coulter Principle – Based on change in conductivity of aperture as particle traverses. – Requires conducting liquid. – Directly measures particle volume and counts. – High resolution – Used for blood cell counting more than industrial applications
  • 9. © 2020 HORIBA, Ltd. All rights reserved. 9 Sedimentation • Stokes Law Time Sedimentation of same density material in a viscous medium Vp = Settling velocity of discrete particle g = Gravity constant ρp = Density of Particle ρl = Density of Carrier Fluid µ = Viscosity of Carrier Fluid Note: assumes settling of spherical particle Under-sizes compared to other techniques if non-spherical  g V D lp p     18
  • 10. © 2020 HORIBA, Ltd. All rights reserved. 10 Laser Diffraction •Particle size 0.01 – 3000 µm •Converts angular variations in scattered light to particle size distribution •Quick, repeatable •Most common technique •Suspensions & powders Laser diffraction Silica ~ 30 nm
  • 11. © 2020 HORIBA, Ltd. All rights reserved. 11 Dynamic: Particles flow past camera(s) Static: Particles fixed on slide, stage moves slide Automated Microscopy
  • 12. © 2020 HORIBA, Ltd. All rights reserved. 12 DLS – Dynamic Light Scattering •Particle size < 1 nm – 8 µm •Converts intensity variations in scattered light to particle size distribution •Quick, repeatable •Suspensions Z-average Diameter, nm Run 1 50.5 Run 2 51.1 Run 3 49.2 Run 4 51.5 Run 5 49.7 Run 6 50.9 Avg. 50.5 Std. Dev. 0.9 COV 1.7 % Nanogold ~ 50 nm
  • 13. © 2020 HORIBA, Ltd. All rights reserved. 13 Homogeneous Line Start X-ray Irradiation Light Irradiation Cell Moves Source Moves Gravity Sedimentation Centrifugal Sedimentation Many More Sedimentation Particle Sizing Approaches
  • 14. © 2020 HORIBA, Ltd. All rights reserved. 14 BET Surface Area AmountAdsorbed 0 0.30 p/p0 Relative Pressure Small surface area Large surface area
  • 15. © 2020 HORIBA, Ltd. All rights reserved. 15 From: NIST Recommended Practice Guide Special Publication 960-1 Particle Size Characterization Ajit Jillavenkatesa Stanley J. Dapkunas Lin-Sien H. Lum Materials Science and Engineering Laboratory January 2001 Particle Analysis Workflow
  • 16. © 2020 HORIBA, Ltd. All rights reserved. 16 All analytical determinations start with sampling (PCA is no exception) • A representative sample is the key to drawing any scientific conclusion • This process is seemingly easy, but really complicated • It is a science of its own so needs some discussion • It is especially important for broad size distributions • It is often overlooked by users
  • 17. © 2020 HORIBA, Ltd. All rights reserved. 17 Reliability of selected sampling methods using a 60:40 sand mixture Sampling Technique Standard Deviation Cone and Quartering 6.81 Scoop Sampling 5.14 Table Sampling 2.09 Chute Slitting 1.01 Spinning Riffling 0.146 Random Variation 0.075 Allen, T. (1997). Particle Size Measurement Volume 1: Powder Sampling and Particle Size measurement fifth edition., Page 21. Chapman & Hall.
  • 18. © 2020 HORIBA, Ltd. All rights reserved. 18 www.samplingsystems.com Sampling from Drums
  • 19. © 2020 HORIBA, Ltd. All rights reserved. 19 Technique: Chute Riffling Chute splitting allows sample to vibrate down a chute to vanes which separate the mass into two portions. Each portion moves further where they each are divided into two parts, now giving four parts. This is often continued until 8 or 16 portions are obtained.
  • 20. © 2020 HORIBA, Ltd. All rights reserved. 20 Sample Dividers
  • 21. © 2020 HORIBA, Ltd. All rights reserved. 21 Technique: Sampling from Beaker • Liquid should be in motion vertically and horizontally to ensure good mixing. • Pipette should be about one-third of the way from the bottom when extracting sample. • Alternative: When mixing powders into a slurry: make paste, pipette from paste IMPELLER PIPETTE
  • 22. © 2020 HORIBA, Ltd. All rights reserved. 22 Preparation of a Corundum Particle Size Reference Material Reference: Joint Research Centre (2018) Certification Report – The Certification of Particle Size distribution of Corundum: ERM-FD069, Luxembourg: Publications office of the European Union
  • 23. © 2020 HORIBA, Ltd. All rights reserved. 23 Now you have a sample what comes next? (Sample Preparation) • Most typical method is to match the process which produced the sample • High Energy or low energy • How are others in your industry doing the analysis? • This can be a huge time saver • Who will possibly be viewing my data? • Standard preparation may already be specified • How do you wish to see your sample? • Primary particles or how they truly exist • Possible challenges in preparation • What tools are at my disposal and how do they effect the size • What will I be trying to do with the data? • Data Matching, performance prediction, new research, etc.
  • 24. © 2020 HORIBA, Ltd. All rights reserved. 24 Sample Preparation tools at your disposal • All sorts of dispersing media • Organics and Inorganics • All sorts of dispersants and surfactants • McCutcheon’s Directory has loads of them • All sorts of mixing devices • Magnetic Mixers all the way to Waring Blenders • All sorts of ultrasonic devices • Baths to high energy probes • Dispersion available during measurement • Assure sample stability throughout an analysis
  • 25. © 2020 HORIBA, Ltd. All rights reserved. 25 General Dispersion Procedures Reference: ASTM International (2016) Standard Guide for Liquid dispersion of Metal Powders and Related Compounds for Particle Size Analysis, Designation: B821 – 10, Page 2.
  • 26. © 2020 HORIBA, Ltd. All rights reserved. 26 Recommended Dispersion Procedures Reference: Joint Research Centre (2018) Certification Report – The Certification of Particle Size distribution of Corundum: ERM-FD069, Luxembourg: Publications office of the European Union
  • 27. © 2020 HORIBA, Ltd. All rights reserved. 27 D(v,0.9)D(v,0.1) Size µm D(4,3) sensitive to large particles D(3,2) D(v,0.5) median D(v,1.0) Never use the D100! sensitive to small particles 10% of the particles lie below this diameter 90% of the particles lie below this diameter half are larger than this diameterhalf are smaller than this diameter Most Common Statistics
  • 28. © 2020 HORIBA, Ltd. All rights reserved. 28 What conclusion can be reached from the data • The distribution became larger or smaller • Some aspect of the distribution has changed • The particle distribution got broader or narrower • The two modes can be analyzed separately • There are too many coarse particles in the sample • The two sets are data are similar or different • The two techniques produce similar or different data
  • 29. © 2020 HORIBA, Ltd. All rights reserved. 29 Which Analyzer? Size, desired resolution, and budget determine technology and product. For a given problem the choice is often clear. ViewSizer 3000 PSA-300 LA-350 LA-960 SZ-100 Size AND shape Eyecon2
  • 30. © 2020 HORIBA, Ltd. All rights reserved. 30 Want to know more about this particle series? Sign up for the newsletter: labinfo@horiba.com Modern Particle Characterization Technique Series II: Laser Diffraction Thursday, May 28, 2020
  • 31. © 2020 HORIBA, Ltd. All rights reserved. 31© 2020 HORIBA, Ltd. All rights reserved. 31
  • 32. © 2020 HORIBA, Ltd. All rights reserved. 32