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Presentation 10 15 v1
1.
Developing Structure-Property Linkage
for Glass Fibre Reinforced Composites ME 8883/CSE 8803: Materials Informatics Alicia White and Geet Lahoti 20th October 2014
2.
Glass Fibre Reinforced
Composites • Polymer: Polypropylene • Processing Conditions • Micro-CT Images: DICOM Format
3.
Analytics on Samples
• Sample 1 (X-Y) • Sample 2 (X-Y)
4.
Analytics on Samples
• Sample 1 (Y-Z) • Sample 2 (Y-Z)
5.
Analytics on Samples
• Sample 1 (X-Z) • Sample 2 (X-Z)
6.
Analytics on Samples
• Peak Fitting (Sample 1)
7.
Analytics on Samples
• Segmentation based on Gaussian Likelihood Maximization • Gaussian Function 1 푎 f(x) = 푒− (푥−푏)2 2푐2 where, a=height, b=center, c=width 2-Phase Segmented Image (Sample 1)
8.
Analytics on Samples
• Peak Fitting (Sample 1)
9.
Analytics on Samples
• Segmentation based on Gaussian Likelihood Maximization 3-Phase Segmented Image (Sample 1) 2-Phase Segmented Image (Sample 1)
10.
Analytics on Samples
• Peak Fitting (Sample 2)
11.
Analytics on Samples
• Peak Fitting (Sample 2)
12.
Analytics on Samples
• Peak Fitting (Sample 2) 3-Phase Segmented Image (Sample 2) 2-Phase Segmented Image (Sample 2)
13.
Isolating Fibers
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