Audrey Garon
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02Undergraduate Researcher

HAPPI Lab

In the HAPPI Lab I worked with Natalie Kaplan on optimizing shape-memory-alloy spring placement for a robotic butterfly wing, and prototyped the opening and closing mechanism.

HAPPI Lab
01. Research goals
Optimize spring placement

Three variables to optimize: time for the wings to open and close, minimum distance between the wing tips, and cost.

02. Testing setup
Measure with computer vision

Filmed the wing against a white background on a tripod with markers and a 3cm reference line, heating the spring with a heat gun, then tracked the markers in computer vision to extract closing time and wing-tip distance.

03. Configurations
Four spring layouts

Built and tested four spring configurations against two mandrel sizes, comparing time to close against minimum horizontal distance.

04. Material testing
Silicone, felt, fabric

Fabricated wings in silicone, felt, and fabric and ran each through the same test to see which held the actuation best.

In detail
Time to close against minimum horizontal distance for every configuration and mandrel size. Configuration 3 with the 3mm spring sits closest to the origin.
Time to close against minimum horizontal distance for every configuration and mandrel size. Configuration 3 with the 3mm spring sits closest to the origin.
Average change in horizontal distance over aligned time by material. Fabric travels roughly 4.2cm, against 1.75cm for silicone and 0.9cm for felt.
Average change in horizontal distance over aligned time by material. Fabric travels roughly 4.2cm, against 1.75cm for silicone and 0.9cm for felt.
Outcome
Configuration 3

Best performing build: configuration 3 with a 3mm mandrel spring and a fabric wing. Next: a dedicated closing mechanism, paired opening and closing springs, resistive heating through the springs instead of a heat gun, and multi-spring configurations.

© 2026 Audrey GaronIthaca, NY · San Francisco, CA