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15.1:

Definition of Laplace Transform

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Electrical Engineering
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JoVE 핵심 Electrical Engineering
Definition of Laplace Transform

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The Laplace transform is a powerful mathematical tool that simplifies differential equations by converting them into algebraic expressions. Generally, the Laplace transform of a function is represented by the symbol L[x(t)], expressed by the following equation where 's' is a complex variable with both real and imaginary components, σ and ω respectively. There are two types of Laplace transforms – the bilateral and the unilateral. The Bilateral transform allows time functions to be non-zero for negative time, making it useful for both causal and non-causal signals. Conversely, the Unilateral transform, which is more common in practice, assumes a zero function for negative time, focusing solely on positive-time signals. A unique property of the Laplace transform is its ability to convert a time-domain function into a frequency-domain function. This conversion constitutes a Laplace transform pair. The inverse of this operation is called an inverse Laplace transform and is given by the following expression. The Laplace transform is widely used in signal analysis, control engineering, communication, system analysis, and differential equations.

15.1:

Definition of Laplace Transform

The Laplace transform is an indispensable mathematical technique for simplifying the resolution of differential equations by converting them into more manageable algebraic expressions. The Laplace transform of a function is denoted by L[x(t)], where x(t) is the time-domain function. The laplace transform is mathematically expressed as

Equation1

Here, S is a complex variable comprising a real part (σ) and an imaginary part (ω).

There are two primary types of Laplace transforms: bilateral and unilateral. The bilateral Laplace transform, given by:

Equation2

This transformation accommodates non-zero time functions for negative time intervals, making it suitable for causal and non-causal signals. In contrast, the more frequently utilized unilateral Laplace transform assumes that the function is zero for negative time, concentrating solely on positive-time signals.

A critical feature of the Laplace transform is its ability to translate a function from the time domain to the s-domain, resulting in a Laplace transform pair. This process not only simplifies the manipulation of the function but also enables a more straightforward solution of complex differential equations. The inverse Laplace transform is used to revert the s-domain function to its original time-domain form and is represented by:

Equation3

Where X(s) is the s-domain representation of x(t).

The applications of the Laplace transform are vast and varied. It is extensively employed in signal analysis, which aids in understanding and manipulating signals in the s-domain. In control engineering, the Laplace transform simplifies the analysis and design of control systems by transforming differential equations that describe system dynamics into algebraic equations. This transformation is crucial in determining system stability and designing appropriate control strategies. The Laplace transform helps analyze and design filters and networks in communication systems. It also plays a significant role in system analysis and the resolution of differential equations, providing a robust toolset for engineers and mathematicians.