Generating randomly oriented non-intersecting cylinders in a unit cell

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SUMMARY

This discussion focuses on generating non-intersecting randomly oriented cylinders within a unit cell volume for micromechanical analysis. Participants suggest utilizing the Monte Carlo method, which involves simulating random processes to statistically determine cylinder placement. A key challenge identified is defining the conditions under which cylinders are considered intersecting, particularly for collinear fibers. The conversation emphasizes the need for a robust algorithm to efficiently check for intersections while maintaining uniform random orientations.

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  • Understanding of Monte Carlo methods for statistical simulations
  • Familiarity with geometric algorithms for detecting cylinder intersections
  • Knowledge of micromechanical analysis principles
  • Basic programming skills for implementing algorithms
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This discussion is beneficial for researchers and engineers involved in micromechanical analysis, computational geometry, and those developing algorithms for simulating physical materials with complex geometries.

tricha122
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Hi all,

Im trying to think of a way of generating non-intersecting randomly oriented cylinders within a unit cell volume for micromechanical analysis.

Several research papers suggest a monte-carlo approach was used by displacing cylinders by vectors until the "condition was satisfied" - the condition is never stated. (also, i do not know what the monte carlo approach is)

My initial thought was to treat each cylinder as a line segment, and calculate the minimum distance between line segments, if that distance is > twice the radius of the cylinder, then they should not intersect. However, this also means that co-linear cylinders cannot be closer than twice the radius axially, which is not necessarily a condition i would like to impose.

Anyone have any thoughts on this?
 
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Their terminology seems vague. One guess might be that they generate a set of randomly oriented cylinders and then move any of them that intersect using a displacement vector that doesn't change their orientation. "The condition" might mean that they have been moved so that none intersect any more. That would result in "non-intersecting randomly oriented cylinders"
 
tricha122 said:
Im trying to think of a way of generating non-intersecting randomly oriented cylinders within a unit cell volume for micromechanical analysis.

I think you'll get better advice if you describe exactly what is being analyzed and what the analysis attempts to discover. The terminology of doing something "randomly" doesn't refer to a specific mathematical method. If this has something to do with a physical material, you might get some hints from thinking about how the material is fabricated.

Nowadays, "monte-carlo method" usually refers to running a computer simulation of a random process many times and using statistics from those simulations to answer some question.
 
Stephen Tashi said:
I think you'll get better advice if you describe exactly what is being analyzed and what the analysis attempts to discover. The terminology of doing something "randomly" doesn't refer to a specific mathematical method. If this has something to do with a physical material, you might get some hints from thinking about how the material is fabricated.

Nowadays, "monte-carlo method" usually refers to running a computer simulation of a random process many times and using statistics from those simulations to answer some question.

This is a theoretical study, and I will be biasing the orientation of the fibers using statistical functions, however the Crux of the problem I have is the condition for rejecting intersecting fibers. If I treat them as line segments, I can reject fibers that come within twice the radius of each other.. But for two collinear Fibres this condition would space them axially apart at the ends by at least twice the radius which is not a necessary condition... In that case they could butt up together. I just can't think of how to define that exception to the condition
 
tricha122 said:
the Crux of the problem I have is the condition for rejecting intersecting fibers.

Does your question amount to "What is an efficient algorithm for determining whether two cylinders intersect?" ?
 
Stephen Tashi said:
Does your question amount to "What is an efficient algorithm for determining whether two cylinders intersect?" ?


Yes I guess you can say that, keeping in mind ill be generating hundreds of cylinders one at a time and ensuring the new cylinder doesn't intersect with any existing cylinders
 
tricha122 said:
the problem I have is the condition for rejecting intersecting fibers.

Generating randomly oriented cylinders one at a time and rejecting any that intersect will not give uniform random orientations in the final result. It is not the same as generating them and then moving them if they intersect.
 
FactChecker said:
Generating randomly oriented cylinders one at a time and rejecting any that intersect will not give uniform random orientations in the final result. It is not the same as generating them and then moving them if they intersect.


It is the same if you iterate the centroid and maintain the orientation (which I would say is similar to generating a full set of cylinders and relocating them) - but easier for me to process in my head. It still doesn't address the endpoint issue.
 
  • #10
tricha122 said:
It is the same if you iterate the centroid and maintain the orientation (which I would say is similar to generating a full set of cylinders and relocating them) - but easier for me to process in my head. It still doesn't address the endpoint issue.

Agree. Detecting an intersection will probably have to be by brute force, checking each side of the new cylinder and making sure that it does not cross the near sides of any close cylinders.
 

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