IntermediateTopic 40 of 104Engineering Mathematics
Taylor and Maclaurin series
Represent smooth functions as polynomials; the basis of small-angle approximations.
In depth
Taylor series f(x)=Σ f⁽ⁿ⁾(a)(x-a)ⁿ/n! approximate smooth functions by polynomials; Maclaurin is at a=0. Examples: sin x≈x-x³/6, eˣ≈1+x+x²/2. Truncation error is bounded by the next term.
Key points
- Small-angle: sin θ≈θ
- Radius of convergence matters
- Used to linearise and derive numerical methods
ExampleFor a pendulum with small θ, sin θ≈θ gives simple harmonic motion.
What is Taylor and Maclaurin series?
Represent smooth functions as polynomials; the basis of small-angle approximations.
Why is it important to understand taylor and Maclaurin series?
A Taylor series turns a complicated function into a polynomial, which is why engineers use small-angle and linear approximations to simplify analysis.
When is the small-angle approximation valid?
When the angle is in radians and small, typically below about 0.2 rad or 10 degrees, where the error of sin theta versus theta is under one percent.
How many terms do I need?
Keep enough terms that the next term is smaller than your required accuracy. Check the error by comparing with the exact value at a test point.
How is Taylor and Maclaurin series used in practice?
Typical applications include replacing sin theta by theta for a small pendulum swing, approximating the exponential term in a thermal model and linearising a sensor nonlinearity near a calibration point.
What should I learn before Taylor and Maclaurin series?
Study "Sequences convergence tests" first (topic 39 of 104 in Engineering Mathematics). It covers the groundwork this topic builds on.
What are the key points of Taylor and Maclaurin series?
Small-angle: sin θ≈θ. Radius of convergence matters. Used to linearise and derive numerical methods.
Can you give an example of Taylor and Maclaurin series?
For a pendulum with small θ, sin θ≈θ gives simple harmonic motion.
What comes after Taylor and Maclaurin series?
The next topic is "Partial derivatives", which builds directly on this one.
How difficult is Taylor and Maclaurin series?
It is classed as Intermediate in Engineering Mathematics (topic 40 of 104). It is an intermediate topic. Work through the beginner topics in Engineering Mathematics first.