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Research - Fractal Infill

For the last year I have been researching new ways to design infill with the intent of optimizing material use and strength. Classic Fused Deposition Modeling (FDM) infills like Sparse have been in use for a long time, as they are quick and easy to generate for most any geometry. However, the strength of sparse infill is questionable at best, and engineers are left to guess at the actual strength of their FDM parts. Fractal infill provides a self supporting geometry that minimizes material use while massively improving the strength of the parts.

Sparse
Fractal

I developed an algorithm to generate conformal ribs that follow the contour of the top surface of the part. This algorithm allowed me to control the density of the ribs, the amount of material removed, and the inclusion or exclusion of the base incredibly quickly. Once the algorithm was developed, parts were designed to be printed and tested. The base model was a fixture for a simple aluminum block with two locator slots cut in the sides. Five variations of fractal infill were compression tested against sparse parts at the 22% density that GrabCad Print recommended. The fractal infill variations show the underside of the part and the different infill geometries.

Fractal Infill Variations

The initial data collected from these models strongly suggests that fractal infill succeeds at removing almost 50% of material when compared against sparse infill while simultaneously improving the compression strength of a model. Further testing is needed to verify the repeatability of these experiments over changes in temperature and strain rate.

Research
Public Professional Work
Much of my work is still covered by NDA and cannot be shared yet. Please enjoy a look at some of the public projects I've worked on.
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Stratasys

Engineering Consultant Internship

Blueprint Consulting, Additive Research Engineer

May 2019- January 2020

Stratasys & nTopology Collaboration

Engineering Consultant Internship

At the beginning of the technical relationship between Stratasys and nTopology, Stratasys was still trying to understand the possibilities and limitations of nTop Platform. I independently explored and learned the program to better understand the learning curve and skills required to make use of nTop's generative design features.

The images below show the development of a set of dice that I designed using nTop Platform. Click the picture to see the description of each step.

Kohler

Quality Engineering Co-Op

Faucets, Metals, Vikrell, and Glass Quality Operations

May 2021- December 2021

Mechanical Engineering Co-Op

Advanced Material & Process Development, Sanitary Engineering

May 2019- January 2020

Engineering Youth Apprentice

Kitchen Fixtures Engineering

July 2016 - August 2017

Rock.01 3D Printed Sink

Mechanical Engineering Co-Op 2019 &

Quality Engineering Co Op 2021

The Rock.01 sink was a collaboration between Daniel Arsham and Kohler to push the boundaries of the new ceramic 3D printing process that had been developed in house by a cross functional team of Kohler Engineers. While ceramic printing is not a novel concept itself, typical printed models consist of only one or two walls and mostly vertical form. The Rock.01 sink proved this method of ceramics manufacturing could move from artistic one offs to highly engineered production.  

At first glance, utilizing a fused deposition modeling (FDM) approach for printing a thick clay slip doesn't seem like a complicated process. However, the challenges presented by the material are unique to vitrified ceramics. Vitreous ceramic slip is a thixotropic material, and because of this the material had a tendency to dewater as it was printing, losing the capability to bond to the previous layers. There were other issues as well, such as ensuring the clay would not slump under its own weight as it was printing, making sure the infill did not impact the aesthetics of the part when fired to shrink, and most importantly making sure the internal pockets of air could escape without causing the piece to explode in the kiln or no longer hold water when in use. 

My role in this project was to handle early stage design for aesthetic and material parameter comparison, as well as slicer parameter optimization. When I returned for my third internship with Kohler, the product was preparing for an official launch, and I was able to continue to support the project by refining the internal infill structures, as well as the final slicer parameters to ensure the best quality sinks were produced.

Below are images of the final Rock.01 Sink that had a limited quantity release in December 2021.

Ironridge Cast Iron Sink

Engineering Youth Apprentice

The Ironridge cast iron sink began development in 2017, and was developed with the intent of producing the thinnest possible exposed edge of an apron front sink. One of the biggest challenges early on was to identify the optimal rim geometry and enamel thickness to minimize internal stresses in the glaze and thus maximize the durability.

​I facilitated testing of samples with variables such as rim geometry, substrate surface quality, and enamel thickness. The collected data was compiled and organized to predict meaningful trends and suggest features that yielded a more durable rim.

 

Below are images of the final Ironridge sink that was launched in 2020.

All images of the KOHLER Ironridge Sink are from kohler.com

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