How Do Frequency and Cumulative Distributions Relate to Particle Size Analysis?

In summary, frequency distribution and cumulative distribution are statistical concepts that are used to analyze the size distribution of particles in a sample. A sieve analysis is performed to sort and classify particles into size ranges, and then the weight of particles in each class is recorded and converted to a percentage of the total. This eliminates sample size variation and allows for easy comparison of frequency distributions. By computing a running total, a cumulative frequency distribution can be generated, which shows the proportion of particles above or below a certain size.
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What is the relationship between the Frequency Distribution, Cumulative Distribution and Particle Size?
 
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Frequency distribution and cumulative distribution are statistical concepts.
You have a sample of particles that range from a minimum to a maximum size.

You perform a sieve analysis so as to sort or classify them into size ranges.
See; http://en.wikipedia.org/wiki/Sieve_analysis

You then weigh the particles in each class, (size range), and record that data.
By converting the weight falling in each size class to a percentage of the total you eliminate sample size variation.

If you tabulate or plot that data as a bar graph against size class you will have a frequency distribution. Different grinding or transport mechanisms have characteristically different frequency distributions. The comparison of graphed frequency distributions is quick and easy.

If you then compute a running total over the frequency distribution data, you will generate a cumulative frequency distribution, it starts at zero and finally reaches 100%. From that you can quickly identify what proportion of the mass of particles is above or below a particular size.
 

FAQ: How Do Frequency and Cumulative Distributions Relate to Particle Size Analysis?

What is particle size distribution?

Particle size distribution refers to the range of particle sizes present in a sample or substance. It is typically represented using a graph or table that shows the percentage of particles at different size ranges.

Why is particle size distribution important?

Particle size distribution is important because it can affect the physical, chemical, and biological properties of a substance. It can also influence the behavior and performance of products and processes, such as in pharmaceuticals, cosmetics, and food industries.

How is particle size distribution measured?

Particle size distribution can be measured using various techniques, including sieving, sedimentation, laser diffraction, and microscopy. Each method has its own advantages and limitations, and the most appropriate one depends on the type of sample and the particle size range of interest.

What factors can affect particle size distribution?

Several factors can influence particle size distribution, such as the method of particle size analysis, the type and nature of the sample, the particle shape and density, and the processing conditions. Controlling these factors is important in maintaining consistent and accurate particle size distribution data.

How is particle size distribution used in research and industry?

Particle size distribution is widely used in research and industry for quality control, process optimization, and product development. It can provide insight into the characteristics of a substance, identify potential issues, and help determine the appropriate particle size for a specific application.

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