Auto Cluster Ratio

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Auto Cluster Ratio

Percolation involves forcing a non-wetting fluid into a porous material.  If it encounters a small pore-throat, then it will not intrude until sufficient pressure is applied.  When an appropriate pressure is reached, it will intrude everything accessible beyond that pore-throat, until it encounters voids that are even smaller.  So the intrusion may be into a single pore, or a cluster of voids larger than the pore-throat that are all connected to each other with connections larger than the pore-throat.  Traditionally, the single pore assumption has been made.  However, that is usually very wrong.  To understand why, it is essential to download and read our 2018 publication.


(To understand the range of possible Cluster Ratio values, and how to enter a Cluster Ratio manually, see Manual Cluster Ratio. )


Since that publication, we have carried out much programming work, and you now have the unique ability to identify which pores are probably clusters.  Having read our publication, you will realise that a criterion for correct choice of Cluster Ratio is that the total void size distribution does not kink at maximum size.  Having tried many methods to find an objective method to determine that, which works for a range of different sample types, we have chosen a method whereby the second derivative of the total void size distribution is extrapolated to maximum size, and then the second derivative of the kink at the highest size is compared to the extrapolated value. If that is greater than or equal to 3 (the default setting), then the cluster ratio is chosen.

In practice you do not have to worry about the science, mathematics and programming - you can just use the default settings shown below.  Click Run sequence at the bottom of the screen, wait for the search for Cluster Ratio to be successful, and you should get a meaningful answer. Note that the cluster ratio is only defined to 2 decimal points at most, so do not worry about imprecision - differences in cluster ratio at higher precision make no difference.  In some samples, all voids are found to be clusters, whereupon the cluster ratio = 1, and you will be told of that.





Once the cluster ratio has been found, click Accept.  You will be taken back to the Operations List.  The outputs can be viewed by clicking on Unit Cell Building, and looking at e.g. 3D fullscreen view, whereupon the clusters are shown stippled. Also you can click on Size Distribution. As this calculation is new for PoreXpert version 2.0, it has not yet been propagated into other simulated properties - see our void size and permeability validation for the consequence of that on the microtoming simulation.