Developing Structure-Property Linkage for Glass Fibre Reinforced Composites

ME 8883/CSE 8803: Materials Informatics

Geet Lahoti and Alicia White19th November 2014

A Quick Review

• Glass Fibre Reinforced Composites (Polymer: Polypropylene)• Processing Conditions• 2 Samples• Micro-CT Images: DICOM Format• 3D Visualization and Segmentation• Fibre Metrics: Length, Orientation, Width etc.

Concerns

• Not enough number of samples for establishing linkage• No experimental property data

Simulation of Microstructures & Property Data • Generate a large set of simulated microstructures• Obtain property data using Finite Element method

Simulated Microstructures

• Fibers Elongated in one direction

Simulated Microstructures

• Diagonal Fibers

Simulated Microstructures

• Random Fibers

FEMStress - Diagonal Fibers

Stress – Elongated Fibers

Stress – Random Fibers

Strain – Diag Fibers

Strain – Elongated Fibers

Strain – Random Fibers

Elongated Fibers – 2 Point Statistics – 2D - XY

Elongated Fibers – 2 Point Statistics – 2D - XZ

Elongated Fibers – 2 Point Statistics – 2D - YZ

Diagonal Fibers – 2 Point Statistics – 2D - XY

Diag Fibers – 2 Point Statistics – 2D - XZ

Diag Fibers – 2 Point Statistics – 2D - YZ

Rand Fibers – 2 Point Statistics – 2D - XY

Rand Fibers – 2 Point Statistics – 2D - XZ

Rand Fibers – 2 Point Statistics – 2D - YZ

Elongated Fibers – 2 Point Statistics – 3D

Diagonal Fibers – 2 Point Statistics – 3D

Random Fibers – 2 Point Statistics – 3D