It’s All in the PSD
Posted on Sunday, June 1, 2014
Often a powder coating supplier will describe their product’s particulate nature by quoting a singular value usually “average” particle size or sometimes “median” particle size. These values only paint a minor picture of the story. What is more critical is an understanding of the entire particle size distribution (PSD).
By Kevin Biller
Ever wonder why one supplier’s powder coating applies
much better than another manufacturer’s? Some powders
fluidize well, never clump and always apply evenly
and consistently while others are clumpy, surge and spit, and
miss tight corners and recesses. It’s all in the particle size distribution
(PSD). And I said distribution, not just particle size.
Powder coatings are made by fracturing corn-flake sized
chips of extrudate. The milling technique typically employs
a rotating hammer mechanism that impacts the flakes and
flings them into a corrugated inner liner resulting in a relatively
broad distribution of particle size. The finished product
has a distribution ranging from under 1.0 micron up to over
100 microns. The relative distribution is the key as to how
a powder coating will behave in an application system. (See
Figure 1.)
Often a powder coating supplier will describe their product’s
particulate nature by quoting a singular value usually “average”
particle size or sometimes “median” particle size. These
values only paint a minor picture of the story. What is more
critical is an understanding of the entire particle size distribution.
This will more comprehensibly predict how powder will
handle in a finishing system.
Most telling is the concentration of “fines.” Fines can be
defined as the portion of a PSD measuring 10 microns or
smaller in diameter. An arbitrary threshold of fines concentration
is 7 percent to 8 percent. Higher than this and you
will experience myriad handling woes, including clumping,
poor fluidization, gun spitting, poor film build and difficulty
in penetrating Faraday Cage areas.
The origin of all these problems emanates from how small
particles behave. Small particles possess an exponentially
higher amount of surface compared to larger particles. This
greater surface area can adsorb a significantly higher amount
of ambient moisture which in turn, will cause a higher degree
of clumping. In addition smaller particles have a greater
tendency to agglomerate due to surface energies such as van
der Waal forces, hydrogen bonding and electrostatic attractive
forces.
Agglomeration causes powders to fluidize poorly and
makes it more difficult to transport the product in tubing,
hoses, venturi pumps and application gun cavities. This difficulty
requires the powder coating user to employ higher fluidization
air pressure in her hopper and higher pressure in the
transport air. This causes a higher incidence of impact fusion
in hoses and other interior surfaces of the application system.
Surges and spitting are also phenomena related to agglomeration.
Not only do fine particles cause these problems but they
wreak electrostatic mayhem as well. The high surface area of
fine powders picks up a higher concentration of electrostatic
charge (aka: charge to mass ratio) than larger particles. This
higher charge to mass ratio introduces repulsive interparticle
forces that reduce the transfer efficiency of a powder coating.
Consequently film build is reduced and back ionization occurs
at a lower film thickness. (Back ionization refers to the
phenomenon of when a deposited layer of powder builds up
an abundance of localized electrostatic charge. This excess
charge causes eruptions of particles resulting in micro volcanic
appearing defects in a powder coating film.)
Examples of Particle Size Distribution
Particle size can be measured by a number of means. The
most common techniques include sieve analysis and laser diffraction.
Sieve analysis is rather crude relying on vibrating,
shaking or vacuuming a weight sample of powder through a
screen of calibrated openings. The analysis is quoted as percentage
of material retained on a prescribed screen opening
size. Multiple sieves can be used to determine percent of material
between certain particle sizes. (See Table 1.)
Laser diffraction methods analyze the diffraction of a laser
light source caused by a particle passing through the beam.
The amount of light diffraction correlates with the particle
diameter. This technique provides a much higher resolution
of particle size distribution and is the most common method
used by powder coating manufacturers. Because of the sophistication
of this technique particle size distribution curves can
be created exhibiting PSD ranges from around 0.4 microns to
beyond 200 microns. In addition, analysis of the data can be
computed including percentile values, mean (x-bar), median
(d50), mode and other distribution analysis.
With laser diffraction the quality technician can analyze
important aspects of particle distribution such as concentration
of fines (i.e., < 10 microns) and coarse particle fraction
(> 100 microns). The analysis generated is based on volume
measurements which correlate directly to weight. The data includes
median and average particle size. (See Figure 2.)
Two production powders are depicted in Figures 2 and 3. As
you can see “Powder T” exhibits a rather broad particle size
distribution with a high concentration of fines. “Powder A” on
the other hand has a reasonably tight PSD with only a modest
amount of fines. (See Figure 3.)
Accordingly, “Powder A” will handle and apply significantly
better than “Powder T”. “Powder A” shows only a 4.7 percent
concentration of particles less than 10 microns whereas “Powder
T” has a whopping 18.7 percent concentration of fines. It
is important to note that it is questionable that this red flag
would have been raised merely based on mean or median particle
size values. (See Table 2.)
In summary, it is wise to understand the overall particle
size distribution of the powder coatings you are using on your
application line. Knowledge of a singular piece of data such
as particle mean or median is helpful but it is not enough to
qualify whether a powder will apply flawlessly. Just keep in
mind, “It’s all in the PSD.” Know your powder’s particle size
distribution and you will avoid costly and time consuming application
issues.
Kevin Biller is technical editor of Powcomder Coated Tough and the
president of The Powder Coating Research Group. He can be reached
at kevinbiller@yahoo.