IA idea · Modelling with functions
How long does a bottle take to drain? Testing Torricelli's law
Research question
Does the water height in a draining bottle follow the quadratic predicted by Torricelli's law, and how well does the model predict the total draining time for different hole sizes?
Adapt it: change the place, the data or the comparison until the question is yours.
Why it makes a good exploration
Poke a hole in a bottle and the flow slows as it empties. Torricelli's law predicts exactly how — the height should fall as a quadratic in time — and you can test it in your kitchen with a ruler and a phone.
The mathematics you'll need
- Quadratic models and least-squares fitting
- Square-root functions and rates of change
- HL: setting up and solving dh/dt = −k√h by separation of variables
- Comparing predicted and measured emptying times
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
Film a clear bottle with a ruler taped to it draining through a hole; read the height every 5 seconds. Repeat for 2–3 hole diameters.
- Tracker video analysis — Free tool to track an object frame by frame in a video and export its x–y coordinates.
- 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
- Explain Torricelli's law and the assumptions behind it.
- Collect height–time data for several holes.
- Fit a quadratic and compare with a linear and an exponential model.
- Relate the fitted constant to the hole area and test the relationship across holes.
- Reflect on the bottle's shape (not a perfect cylinder) and on the vena contracta effect.
Pitfalls that cost marks
- Bottles are not cylinders near the neck — restrict the domain and say why.
- Too few repeats to separate a real effect from measurement noise.
- Quoting the DE solution without deriving it (HL).
Showing personal engagement
- Predict how halving the hole diameter changes the draining time, then test it.
- Explain which part of the model broke down near the end and why.
- Link it to something real: a water tower, a sink, an hourglass.
See Criterion C: personal engagement for what examiners look for.
Taking it further
HL: derive the model from conservation of volume and compare the fitted discharge coefficient with the theoretical value near 0.6.
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