Background
Carbon fiber-reinforced composites (FRCs) are renowned for their excellent strength-to-weight ratio and electrical properties, making them the material of choice in the aerospace and automotive industries. Analyzing and optimizing the mechanical properties of FRCs is crucial for reducing aircraft weight and improving fuel efficiency.
For over four years, I have led and contributed to research at the Utah Composites Laboratory, focusing on the geometric structure and mechanical optimization of FRCs. My efforts have resulted in a patent disclosure for an optimized FRC design and an upcoming first-author publication.
Portfolio
Maximizing compressive strength in fiber reinforced composites
The main mode of failure in carbon FRCs in aircraft is due to compressive forces. Here, I have developed a genetic algorithm that optimizes the carbon fibers to provide optimized compressive strength. The resulting design increases the critical buckling load of carbon fibers by over 40% compared to traditional circular fibers.
Paper in preparation
Computer vision for double cantilever beam tests
Double cantilever beam tests are used to measure the fracture toughness in a particular material. I developed a computer vision algorithm to provide fracture displacement metrics as a function of time.
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3-D structure analysis of fiber reinforced composites using convolutional neural networks
Extracting the exact fiber locations and metrics within a fiber reinforced composite is essential for its analysis. In this project, I developed a workflow that utilized X-ray tomographic images of a specific FRC specimen and outputted the 3-D geometry of the fibers within the composite.
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Building a remote-controlled tricopter from scratch
This project culminated in a fully-functioning drone. All electronics and materials purchased separately and assembled in my home workshop.
Page in construction