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Dice, Dice, Dice - Teacher Template (Extension Project)

Briefing

Students design and test fair 3D-printed dice to explore geometry, symmetry, manufacturing precision, and statistical validation. This project combines physics, materials science, and rigorous testing practices.

Key Learning: Precision manufacturing; fairness validation; quality assurance.

Real-world Connection: Manufacturing quality assurance requires measurement, testing, and statistical analysis. Casino dice are one of the most rigorously tested manufactured objects.

Constraints

  • Dice must be generated parametrically in OpenSCAD
  • Student must conduct fairness testing (100+ rolls minimum)
  • Design must address weight distribution and uniform geometry
  • Statistical analysis of test results required

Functional Requirements

  • Dice geometry is parametric (size, infill, details)
  • All faces print with usable pips/markers
  • Statistical testing conducted with documented results
  • Analysis shows understanding of fairness criteria

Deliverables

  • .scad file with parametric dice module
  • Completed documentation template with fairness test results
  • Statistical analysis (roll frequency data, calculations)
  • Photos of test dice and assembly
  • Reflection on design precision and manufacturing tolerances

Rubric

Category 1: Problem & Solution (0-3)

Dice print successfully and fairness testing conducted rigorously.

Category 2: Design & Code Quality (0-3)

Code is parametric and thoughtful. Dice design shows understanding of symmetry and balance.

Category 3: Documentation (0-3)

Testing data complete and organized. Statistical analysis accurate and insightful.


Assessment Notes

  • Strong submissions: Show rigorous fairness testing (100+ rolls), clear statistical analysis, and reflection on manufacturing precision
  • Reinforce: Why uniformity matters; how to test for bias
  • Extension: Material comparisons; cost-benefit analysis of infill vs. fairness