Case Studies: Learning From Open Alliance Robots

Why study other robots

The single fastest way to level up is to study how the best teams solve a problem, then adapt (not copy) it. The Open Alliance is a group of teams that publicly share CAD, code, and build threads on Chief Delphi and GitHub specifically so the whole community improves.

Case study 1: FRC 6328 A-Frame Pivot

A triple-supported (A-frame) arm pivot documented on FRCDesign.org. Key takeaways:

• Torque analysis drove the reduction choice, sized from worst-case gravity torque, the same math from the worked-examples module.
• Dead-axle clamping in dual shear for stiffness under load.
• Custom gearbox packaging tucked tightly to save weight and space.
• Serviceable joints so the pivot can be repaired at an event. 6328 (Mechanical Advantage) also publishes their code on GitHub and runs Open Alliance build threads each season, a goldmine for advanced controls (their AdvantageKit logging framework is widely used).

Case study 2: FRC 1678 Rapid React Shooter

A flywheel shooter writeup covering backrollers, flywheel mass, hood actuation, spin control, and practical tradeoffs. Lessons:

• A backroller adds controllable backspin for a flat, repeatable trajectory.
• Flywheel mass trades shot consistency (more inertia = stable exit velocity) against recovery time, decide based on your cycle needs.
• Hood actuation lets one shooter hit multiple distances; tie hood angle and RPM to a distance lookup.

Case study 3: FRC 2910 Dead-Axle Pivot

A pivot writeup emphasizing chain tensioning, load paths, and serviceable structure, proof that elite mechanical design treats wiring and serviceability as first-class, not afterthoughts.

How to reverse-engineer responsibly

1. Read the build thread to understand the problem and the iterations (what they tried and rejected, often more valuable than the final design).
2. Open the CAD to study load paths, fastening, and packaging.
3. Read the code to see how the mechanism is controlled (feedforward, profiling, state machines).
4. Adapt to your constraints , your motors, weight budget, and game are different. Copying a design you don’t understand fails when it breaks and you can’t fix it.

Build your own knowledge base

Follow a few Open Alliance teams each season (6328, 254, 1678, 2910, and others), and keep notes on techniques worth reusing. Combined with the characterization, simulation, profiling, and structural skills in this module, studying real robots turns ‘how do top teams do that?’ into ‘here’s how I’ll do that on our robot’.

Key takeaways

• Open Alliance teams publicly share CAD, code, and build threads, the fastest way to learn elite mechanical and controls techniques.
• Study real mechanisms (6328 A-frame pivot, 1678 shooter, 2910 dead-axle pivot) for load paths, serviceability, and control strategy, not just final geometry.
• Adapt, don’t copy: read the build-thread iterations and code, then re-derive the design for your own motors, weight budget, and game.

This lesson was adapted from learnfrc.com.