Transfer functions are a fundamental concept in control systems engineering. They provide a mathematical representation of the input-output relationship of a linear time-invariant (LTI) system. Transfer functions are used to analyze, design, and simulate control systems in various domains, including electrical, mechanical, and chemical systems.
In this tutorial, we will cover the following topics:
A transfer function, denoted as $G(s)$, is defined as the ratio of the Laplace transform of the output $Y(s)$ to the Laplace transform of the input $X(s)$, assuming zero initial conditions:
$$ G(s) = \frac{Y(s)}{X(s)} $$
where $s$ is the complex frequency variable in the Laplace domain.
To derive the transfer function of an LTI system, we follow these steps:
Example: Consider a simple RC circuit with input voltage $V_{in}(t)$ and output voltage $V_{out}(t)$ across the capacitor. The differential equation describing the system is:
$$ RC \frac{dV_{out}(t)}{dt} + V_{out}(t) = V_{in}(t) $$