Sinusoidal modeling (tides, sound, daylight)
Sinusoidal Modeling
Sinusoidal Modeling is a topic in Trigonometric Functions in the Texas Essential Knowledge and Skills (Precalculus, §111.42). It is aligned to Standard P.2(O), which requires students to develop and use sinusoidal functions to model situations.
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.