2023-2024

Differential Swerve Drive

A fully custom, endurance-tested differential swerve system designed over two seasons — combining precision mechanical engineering, low-level control systems, and custom machine learning vision.

Gallery

Swerve media
Swerve media
Swerve media
Swerve media
Swerve media

Project Overview

This differential swerve drive was developed over two years as a flagship engineering and research project. The objective was to create a compact, reliable, and high-performance movement system capable of omnidirectional motion with extremely fast response times.

The final iteration consists of three fully custom differential swerve modules, a lightweight and optimized chassis, and a responsive software stack designed for both tele-op and autonomous operation. The system includes custom machine learning vision, advanced optimisation algorithms, and precise kinematic modeling.

  • High torque&speed differential swerve architecture
  • Two FTC seasons of iterative development
  • Endurance-tested under real load (1500+ cycles, 10+ hours continuous)
  • Laser-cut, CNC’d, and 3D-printed hybrid construction
  • TensorFlow-lite custom object detection running on-board the Control Hub

I also refined multiple load-bearing interfaces to withstand repeated shock loads during high-speed maneuvers. Extensive FEA-driven redesigns reduced component mass while maintaining structural reliability. I introduced modular retention features that accelerated repair times between matches. Finally, I trained countless Tensorflow-lite object detection models to optimize pattern detection time and efficiancy.