5.2 Laplace Transformation
Purpose
We would like to know the original function (A or C) when only its derivative (A’) is known.
In other words, we want to solve differential equation!
Why differential equation?
Most of the real world problems can be modeled using differential equation, linear or nonlinear, coupled or uncoupled.
Assumption
Let A, B, C denote Function, and let T denote a Transformation.
Let A, B, T be known, and let C be unknown.
If {T(A) = B and T(C) = B} then at least ONE of C is A .
Definition of Laplace Transformation
\[ L(f(t)) = \int_{0}^{\infty} e^{-st}f(t)dt \]
Laplace Theorem
\[ L \left( \frac{df(t)}{dt} \right) = s \cdot L \left( f(t) \right) - f(0) \]
Linear Property of Laplace Transformation
If a, b are constants;
\[ L \left( a \cdot f(t) + b \cdot g(t) \right) = a \cdot L(f(t)) + b \cdot L(g(t)) \]
Use
If an equation of derivatives is given,
\(\frac{df(t)}{dt}\) = given expression
Both side of equation can be Laplace transformed.
\(L \left( \frac{d(f(t)}{dt} \right)\) = L(given expression)
\(s \cdot L \left( f(t) \right) - f(0)\) = L(given expression)
(Left side replaced by Laplace theorem, Right side by Linear property)
Rearrange into the following forms;
L(f(t)) = rearranged expression not containing L(f(t))
Search right side expression in the Laplace Transformation Table.
If it is found, the left side expression of the table is the original function, i.e. f(t)!
Laplace transformation is very useful solving linear coupled differential equation.