STUDY PATH/04 — MODELING
CHAPTER 04 / MODELING

Transfer functions, poles and zeros

Poles describe the system's natural modes; zeros reshape how inputs excite them.

01 / THE INTUITION

First, picture it

Think of a bell: its ring-down is a natural mode. A pole tells you how quickly that mode dies and whether it oscillates. A zero can cancel or redirect part of the input-to-output response, but it does not necessarily remove an internal physical mode.

02 / THE IDEA

What the model says

For a rational transfer function G(s)=N(s)/D(s), zeros are roots of N and poles are roots of D after considering cancellations. Stable continuous-time poles lie in the open left half-plane for an internally stable minimal model. In feedback, closed-loop poles come from 1+L(s)=0, where L=C P for a simple unity-feedback loop.

RELATION / 관계식T(s)=L(s)/(1+L(s)); 1+L(s)=0

The denominator sets closed-loop modes, not the open-loop denominator by itself.

POLE MAP / continuous-time s-plane
DECAY / STABLEGROWTH / UNSTABLEσjω×−1/τ×e⁻ᵗ/τe⁺ᵗ/τ

A pole's real part sets growth or decay; its imaginary part sets oscillation frequency. The boundary itself needs separate analysis.

03 / IN PRACTICE

Make it concrete

For L=K/(s+1), the closed-loop pole is −(1+K). Increasing positive K moves this one pole left, but more complex plants need not behave so simply.

BE CAREFUL / 주의

A pole-zero cancellation in an input-output formula can hide an unstable internal mode; do not treat cancellation as proof of physical safety.

Check your understanding+

Which equation determines the closed-loop poles of unity negative feedback?

The characteristic equation 1+L(s)=0.