IA idea · Calculus & optimisation
Why aren't drinks cans the optimal shape?
Research question
How close are real drinks cans to the cylinder with minimum surface area for their volume, and which real-world constraint best explains the difference?
Adapt it: change the place, the data or the comparison until the question is yours.
Why it makes a good exploration
Calculus says the cheapest closed cylinder has height equal to its diameter — yet almost no can looks like that. Explaining the gap, with measurements of real cans, turns a textbook exercise into a genuine investigation.
The mathematics you'll need
- Surface area and volume of a cylinder
- Differentiation to find a minimum; second-derivative test
- Adding constraints (thicker top and bottom, rims) and re-optimising
- Percentage difference between real and optimal
Course labels show where a technique sits; using maths from outside your course is fine if you explain it clearly and say it is new to you.
Where the data comes from
Measure 6–10 real cans and bottles (height, diameter, stated volume); weigh the lid and body material if you can.
- Desmos graphing calculator — Free graphing and regression (y₁ ~ ax₁ + b) — fit models to your data and show residuals.
Cite every source in a footnote where you use it and in your bibliography. Check the licence of any dataset you download.
A possible outline
- Derive the optimal cylinder for a fixed volume.
- Measure real cans and compute the percentage extra material each uses.
- Add a realistic constraint: the ends are about three times thicker than the wall.
- Re-optimise and compare again with real cans.
- Discuss grip, stacking, marketing and manufacturing.
Pitfalls that cost marks
- Stopping at the basic h = 2r result (every textbook has it).
- Using the labelled volume without checking the can is not full to the brim.
- Ignoring units when comparing material.
Showing personal engagement
- Survey cans from different countries or brands.
- Weigh the lid and body to estimate thickness ratios yourself.
- Propose a can design and justify it.
See Criterion C: personal engagement for what examiners look for.
Taking it further
Model the domed base or the tapered neck as solids of revolution (HL) and compare total material.
Turn this idea into your IA
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