Sinusoidal modeling (tides, sound, daylight)
Sinusoidal Modeling
Sinusoidal Modeling is a topic in Trigonometric Functions in the Common Core State Standards. It is aligned to Standard F-TF.5, which requires students to model periodic phenomena with trigonometric functions.
Sinusoidal modeling fits \(y=a\sin(b(t-c))+d\) to periodic data such as tides, daylight, or temperature, reading amplitude and midline from the maximum and minimum.
Theory
Many real quantities rise and fall on a regular cycle — daily temperature, ocean tides, hours of daylight, a rider's height on a Ferris wheel. These are modeled by a sinusoid
where you read the parameters from the situation:
- Amplitude \(a\) \(=\dfrac{\max-\min}{2}\).
- Midline \(d\) \(=\dfrac{\max+\min}{2}\).
- \(b\) from the period: \(b=\dfrac{2\pi}{\text{period}}\).
- Phase shift \(c\) lines the curve up with a known max, min, or midpoint.
Reading the parameters from data:
How to build a sinusoidal model
- Amplitude and midline from the maximum and minimum values.
- Find \(b\) from the period.
- Pick sine or cosine and the shift \(c\) to match a known starting feature.
- Write and check the model against a couple of known points.
Amplitude is half the range; midline is the average.
| \(\text{amplitude}\) | \(=\) | \(\dfrac{75-45}{2}=15\) |
| \(\text{midline}\) | \(=\) | \(\dfrac{75+45}{2}=60\) |
Use \(b=\dfrac{2\pi}{\text{period}}\).
| \(b\) | \(=\) | \(\dfrac{2\pi}{24}=\dfrac{\pi}{12}\) |
Combine amplitude 15, midline 60, \(b=\dfrac{\pi}{12}\), and a phase shift so the peak is at \(t=14\). A sine peaks a quarter period after its shift, so shift to \(t=8\).
Starting at the bottom means a downward cosine: midline 30, amplitude 25, period 40 so \(b=\dfrac{2\pi}{40}=\dfrac{\pi}{20}\).
Common pitfalls
Frequently asked questions
What kinds of situations are modeled with sinusoids?
Anything periodic: daily temperature, tides, hours of daylight, sound waves, and heights on a rotating wheel.
How do you find the amplitude and midline from data?
Amplitude is half the difference of the maximum and minimum; the midline is their average.
How do you get b from the period?
\(b=\dfrac{2\pi}{\text{period}}\). For a 24-hour cycle, \(b=\dfrac{\pi}{12}\).
Should I use sine or cosine?
Whichever needs the smaller shift: cosine starts at a maximum (or a minimum if negated), sine starts at the midline heading up.