Correlation of two results

Posted in: , on 14. Aug. 2007 - 20:55

I am doing a project to correlate two particle size results. One is from online particle size analyser--Insitec, which is based on laser scattering, another is from lab--multisizer coulter counter3. The correlation seems changing from time to time for the same product. Any suggetions?

Untitled

Posted on 22. Aug. 2007 - 03:39

Seems nobody knows......

Re: Correlation Of Two Results

Posted on 22. Aug. 2007 - 03:50

Get a lab calibrated sample set in your particle size range and run it to see which machine is out of calibration.

Lawrence Nordell Conveyor Dynamics, Inc. website, email & phone contacts: www.conveyor-dynamics.com nordell@conveyor-dynamics.com phone: USA 360-671-2200 fax: USA 360-671-8450

Re: Correlation Of Two Results

Posted on 28. Aug. 2007 - 05:51

Because there is a sahpe effect on size measurements. It will be difficult to generate the same shape from batch to batch. You will get good correlation if you consider the shape information aswell.

get back if you needmore information.

Kumar Patchigolla
skretting
(not verified)

Correlation Of Particle Size Measurements

Posted on 29. Aug. 2007 - 08:35

We observed the same scenario.

By using screen tower we got result not significant to the observation.

Than a Malvern laser difraction was purchased and fits better to the practical observations.

The reasson is tha lser scan with an 3D and gets the shape of the particles, the simple methods does not. I tnink the differences you observe is due to the shape and compaction of the particles

Re: Correlation Of Two Results

Posted on 29. Aug. 2007 - 11:13

The insitec and coulter counter measure different propeties of the particles. The coulter counter measures the volume of the particle and is independent of the particle shape, colour , refractive index etc, the insitec measures the light scatterd(diffracted) by the particle and is affected by colour, shape and refractive index, it's also affected by multiple scatter, where the light scattered by one particle hits another and is scattered again. If your correlation is changing it's probably down to a change in colour, shape or ri in the particles - alternatively since the insitec measures at much higher concentration their may be some surface charge effect which changes when the sample is (a) put into a conducting liquid, and/or (b) when it's diluted down for analysis on the CC.

Carl Sabin
(not verified)

Cortrelation Of Particle Size Measurements

Posted on 29. Aug. 2007 - 11:41

The Insitec is the product I work with so hopefully I can guide you in the right direction. Because of the differences in measurement techniques, not all parameters will agree. The volume median diameter Dv[0.5] is the closest matching parameter and should correlate easily. The volume-number mean D[3,0] (mean volume diameter divided by the number of particles) should also correlate quite easily -both are the standard parameters used in the toner industry and the laser diffraction/coulter counter correlation is always established using these 2 parameters. The periodic variations in the results could be caused by many things. Possible transient, time based changes to the particle size range would be reported by the Insitec as it is always measuring the product at a fixed location. Periodic samples taken off-line for measurement on the multisizer may not see some of the time-based changes to the product. Please contact me directly for more information if I can be of further assistance to you as this subject can get quite involved !

Laser Diffraction Vs Electric Sensing Zone

Posted on 29. Aug. 2007 - 06:28

Overall, the response Brian Miller is the most correct, in my opinion. Chances are that your Insitec (Laser Diff) is sizing higher than that of the Coulter Counter. The reasons Brian Miller stated are all 100% correct. In addition the fact that the Laser Diff system you are using has much less detectors will also give you less resolution.

Now, please realize that the Insitec is meant to be an on-line system where the goal is to give you notification of process changes. That is just the nature of the system. You will get lower resolution results but it is in-process.

On the other hand, the Coulter Counter is VERY HIGH resolution but is a lab benchtop system.

Are you getting larger sizes from the Insitec?

Peter Bouza Manager, Market Development Micromeritics Instrument Corporation peter.bouza@micromeritics.com

Re: Correlation Of Two Results

Posted on 29. Aug. 2007 - 08:53

Thanks everybody for your reply. The particle I measure here has circularity nearly 1, so the shape influence can be neglected. Color should not be the reason since it is always black. What I am trying is to take multiple online samples at a time and write down the Insitec readings, then take the samples to the lab to get Coulter Counter results. Then I average results from Insitec and Coulter Counter and correlate the averages. I understand this is not easy since I talked to people from different places and different industries and did not meet anybody who got the correlation successfully.

Re: Laser Diffraction Vs Electric Sensing Zone

Posted on 29. Aug. 2007 - 08:59

Peter:

I do get larger sizes from Insitec.


Originally posted by Peter Bouza

Overall, the response Brian Miller is the most correct, in my opinion. Chances are that your Insitec (Laser Diff) is sizing higher than that of the Coulter Counter. The reasons Brian Miller stated are all 100% correct. In addition the fact that the Laser Diff system you are using has much less detectors will also give you less resolution.

Now, please realize that the Insitec is meant to be an on-line system where the goal is to give you notification of process changes. That is just the nature of the system. You will get lower resolution results but it is in-process.

On the other hand, the Coulter Counter is VERY HIGH resolution but is a lab benchtop system.

Are you getting larger sizes from the Insitec?

Ld Vs Esz

Posted on 29. Aug. 2007 - 09:42

I would address you by name, but I dont know what it is.

Never the less, well, the fact that you have a particle that has a circularity close to 1 is an ideal sample for making a correlation study. In fact, we are in the midst of doing a correlation study of perfect spheres (circularity close to 1) and irregular shape particles with different technologies.

Yes, with a perfect sphere, you should get the same results from an ESZ (Coulter Counter) and a Laser Diffraction system. The ESZ makes the equivalent spherical diameter by volume displacement and the LD systems report equivalent shperical diameter by light scatter. in theory both should be similar in results (i.e. technique to technique accuracy) if you have the correct refractive index for the modeling in the LD system AND if the LD system has enough detection points to ensure you can see the process shift.

Note that your particle is black and that has a high degree of absorbance of light. Please be sure you have the proper refractive index and you are not over saturating the system causing multiple scattering. However, I guessed that the size seems larger on the Insitec due to the lack of detectors it has. Note, remember that the nature of the instrument is to give you a rough indication of process change not necessarily to give you accurate results.

Overall, I think you are doing a good thing in getting a good idea of the correlation between the in-process systems you have and the bench top systems you are accostomed to using. This will be a good point of reference.

In terms of process monitoring, the benchtop system will give you more accuracy and will be able to detect slighter shifts in your process but you give up the fact that you do not have it in-process. That is the price you pay.

I hope this helps.

Peter Bouza Manager, Market Development Micromeritics Instrument Corporation peter.bouza@micromeritics.com

Re: Correlation Of Two Results

Posted on 30. Aug. 2007 - 12:06

It appears that Mr. Miller and Mr. Buza are both on the right track with there comments. As a real simple possbility to verify.... you are comparing Volume to Volume results, and not Number form the CC to Volume on the laser diffraction correct?

This might be too obvious of a question, put I like to start with the simplest possibilities first.

Joe Wolfgang
(not verified)

Basic Questions

Posted on 30. Aug. 2007 - 05:43

Some fundamental questions:

First: What size are the particles? are we talking micronized material, or granules?

Second: you are measuring dry with the Insitec, and wet with the Coulter. Do your particles behave identically in these 2 different mediums?

Third: Are the two techniques seeing statistically representative samples? My guess is the inline system measures millions of particles, and the lab unit measures a few thousand. guess which one will capture the odd large particles, skewing the data.

Fourth: Does either technique fully disperse the particles? dry requires a good disperser, with proper air pressure. these dispersers will wear over time, especially with an inline system that sees a lot of sample.

with all of these variables, to get a good corellation will be difficult.

Re: Basic Questions

Posted on 30. Aug. 2007 - 06:07

1. size is from 1 um to 50 um

2. they should behave similarly in wet or dry

3. we use CC to measure 100000 particles. I do observe a couple of odd large particles on-line, but it is really rare. considered the odd large, I came up the idea of using averages instead of individual value.

4. Particles should be dispersed very well in CC. I tried different motive air pressure in Insitec, the results were almost the same.


Originally posted by Joe Wolfgang

Some fundamental questions:

First: What size are the particles? are we talking micronized material, or granules?

Second: you are measuring dry with the Insitec, and wet with the Coulter. Do your particles behave identically in these 2 different mediums?

Third: Are the two techniques seeing statistically representative samples? My guess is the inline system measures millions of particles, and the lab unit measures a few thousand. guess which one will capture the odd large particles, skewing the data.

Fourth: Does either technique fully disperse the particles? dry requires a good disperser, with proper air pressure. these dispersers will wear over time, especially with an inline system that sees a lot of sample.

with all of these variables, to get a good corellation will be difficult.

Jeffrey Bodycomb - Brookhaven Instruments, USA
(not verified)

Re: Correlation Of Two Results

Posted on 30. Aug. 2007 - 09:01

Since each instrument has different sensitivity to particle size, it is possible that batch to batch changes in the distribution (specifically the skew) could explain the different average results from each batch. The couple of odd large particles can really shift the laser diffraction results (not necessarily a bad thing).

Re: Correlation Of Two Results

Posted on 31. Aug. 2007 - 01:02

Some good comments and questions. However, comparing online data with offline data is not a trivial task at all and I am surprised that the most obvious questions have not been asked so far just to avoid you are not comparing apples with pears. They have nothing to do with the method you use but with the setup of the experiment:

1. Are you 100% sure about the representativity of your samples both online and offline?

2. Have you done the Insitec installation on your own or did a Malvern Engineer the installation and commissioning?

3. Where and how do you take your sample for the offline analysis? Do you use the outlet of the Insitec and collect the sample? If yes, by what means do you collect the sample and are you sure you are not loosing a portion of the material? In case you take a downstream sample after the Insitec when the material has been separated from the gas: How can you be sure that you measure exactly the same material offline that has been measured offline? Think of backmixing, material built-up in cyclones, hoppers or filters etc.

....

There are more questions to add. But I guess you get the idea.

To evercome the uncertainties above I would propose that you come up with a series of offline samples that cover your full product range, you devide each sample into two equal samples (that alone can be difficult enough and a subject for a 2 days workshop) and then measure each sample offline on both instruments using your standard SOPs to compare the results. I am pretty sure you will get a good correlation. Usually the R2 is 0.95 or better if you stay within reasonable areas of the measurement range. Once you have worked out the offline correlation you can then think of where the differences occur comparing the online result with the offline result. The answer to that is very likely hidden in the above questions.

We are quite often involved in the same type of scenario so I would heavily recommend to contact your Malvern representative in the US. They will certainly be able to help you with some further hints.

Oh, and forget about the statement regarding the sensitivity. It is an arbitrary assumption that online measurement equipment has to have lower sensitivity compared to benchtop devices...

Best Regards,

Oliver Schmitt

Jeffrey Bodycomb - Brookhaven Instruments, USA
(not verified)

Sensitivity

Posted on 31. Aug. 2007 - 03:20

Oliver is correct that there is no fundamental reason for on-line and off-line instruments to have different sensitivity.

However, one instrument is a particle counter, and the other is a diffraction device. And, each technique will respond to various particle sizes differently. Ideally, the particle counter will count large and small particles equally. The response of the diffraction device to different particle sizes will depend on the sizes of the particles. This sensitivity difference should not appear for narrow particle size distributions, but will appear for wide particle size distributions.

The difference in techniques should not be apparent for narrow particle size distributions. But, a series of samples with the same mean size and differing size distribution widths will give different results.

Oliver's point does suggest that comparing an on-line and off-line diffraction device will be a lot easier.

Untitled

Posted on 31. Aug. 2007 - 07:02

Oliver's method sounds reasonable. I will give it a try. I analyzed history sample data (about 3-year data) these days and got a roughly correlation. Once I get results from Oliver's method, I will compare the two correlations and hopefully it will work for at least a year.

Jeffrey, thanks for your reply. I am analyzing the particles from 1um to 50 um. Is it a narrow distribution or a wide one? The Coulter Counter setup is measuring from 2um to 60um. The Insitec can measure from 0.1 um to 1000 um.