All work

UT Austin, NSF REU

MEMS comb drive actuator

Electrostatic actuator for mechanical neural networks

Role
Research Intern
When
Jun – Aug 2025
Where
Austin, Texas
Program
NSF REU
Lab
Nanoscale Design and Manufacturing Laboratory
Tools
MATLAB, ANSYS, SolidWorks
Trade-offs
Force, displacement, natural frequency
Aita at her desk in the Nanoscale Design and Manufacturing Laboratory, a lab research poster on the shelf behind her

Overview

The question and my part

Gowned up in the cleanroom

The question

A comb drive is an electrostatic MEMS actuator: two sets of interlocking fingers, one fixed and one on a spring-suspended shuttle, pull together when a voltage is applied. The lab uses these actuators in mechanical neural networks.

My project looked at how the actuator's design parameters trade off three things that pull against each other: force, displacement and natural frequency.

My part

From June to August 2025 I was an NSF REU research intern in the Nanoscale Design and Manufacturing Laboratory at UT Austin, working with Dr. Michael Cullinan and Andrew Gray. I built the analytical model, ran the parameter sweeps and ANSYS simulations, and used the results to refine the actuator geometry in SolidWorks.

Method

From model to geometry

  1. Analytical model

    MATLAB

    Wrote an analytical model to predict how force, displacement and natural frequency change with the design parameters.

  2. Parameter sweeps

    MATLAB

    Swept the parameters and plotted the results to find designs that maximize both displacement and electrostatic force.

  3. Simulation

    ANSYS

    Ran ANSYS simulations to evaluate the same design trade-offs.

  4. CAD refinement

    SolidWorks

    Refined the actuator geometry so it stayed compatible with the lab's fabrication constraints.

Takeaways

What I learned

The main thing I took away was how to turn a theoretical model into design decisions, balancing performance goals against real-world limits such as what the lab can fabricate.

I also saw the research process from end to end: from early-stage modeling to designs that are ready to move toward real-world use.

Where

The lab

The Nanoscale Design and Manufacturing Laboratory is part of the Walker Department of Mechanical Engineering at The University of Texas at Austin. I spent the summer there through the National Science Foundation's Research Experiences for Undergraduates (REU) program.

The Walker Department of Mechanical Engineering, UT Austin