Electronics Engineering  ·  Level 6
Engineering Mathematics II
Chapter 4: Apply Laplace Transforms
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Engineering electronics professionals in Kenya use Laplace transforms extensively in signal processing, control systems, and circuit analysis to simplify the handling of differential equations. This chapter explains the fundamental definition and derivation of Laplace transforms and explores how they apply to elementary functions common in electronics engineering. Emphasis is placed on developing fluency in using standard Laplace transform tables and understanding linearity, which is critical when analyzing complex electronic circuits and systems.

4.1 Definition of Laplace Transform of a Function

Laplace transform is a powerful integral transform used to convert time-domain functions, typically signals or system responses, into a complex frequency-domain representation. This conversion simplifies the analysis of linear time-invariant systems, especially in electronics engineering where differential equations govern circuit behavior. The Laplace transform \(F(s)\) of a function \(f(t)\) is defined by an integral that converges under specified conditions.

4.1.1 Definition and Formula of Laplace Transform

The Laplace transform of a function \(f(t)\), where \(t \geq 0\), is defined as:

$$ F(s) = \mathcal{L}\{f(t)\} = \int_0^\infty e^{-st} f(t) dt $$

where \(s\) is a complex variable \(s = \sigma + j\omega\), with \(\sigma\) and \(\omega\) real numbers.

Worked Examples

Example 1: Find the Laplace transform of \(f(t) = 1\), representing a constant voltage input in a circuit.

Given: \(f(t) = 1\)

$$ F(s) = \int_0^\infty e^{-st} \cdot 1 \, dt $$

$$ = [ \frac{-1}{s} e^{-st} ]_0^\infty $$

$$ = 0 - ( \frac{-1}{s} \times 1 ) = \frac{1}{s} $$

Answer: \(F(s) = \frac{1}{s}\), for \(\text{Re}(s) > 0\)

Example 2: Find the Laplace transform of \(f(t) = t\), modeling a ramp voltage in an amplifier circuit.

Given: \(f(t) = t\)

$$ F(s) = \int_0^\infty e^{-st} t \, dt $$

Use integration by parts:

Let \(u = t\), \(dv = e^{-st} dt\), then \(du = dt\), \(v = \frac{-1}{s} e^{-st}\)

$$ F(s) = uv \big|_0^\infty - \int_0^\infty v du = ( t \cdot \frac{-1}{s} e^{-st} )_0^\infty + \frac{1}{s} \int_0^\infty e^{-st} dt $$

The first term evaluates to zero at both limits:

$$ = 0 + \frac{1}{s} \cdot \frac{1}{s} = \frac{1}{s^2} $$

Answer: \(F(s) = \frac{1}{s^2}\), \(\text{Re}(s) > 0\)

Example 3: Find the Laplace transform of \(f(t) = e^{at}\), representing an exponentially growing signal.

Given: \(f(t) = e^{at}\)

$$ F(s) = \int_0^\infty e^{-st} e^{at} dt = \int_0^\infty e^{-(s, a)t} dt $$

$$ = [ \frac{-1}{s, a} e^{-(s, a)t} ]_0^\infty = 0 - ( \frac{-1}{s, a} \times 1 ) = \frac{1}{s, a} $$

Answer: \(F(s) = \frac{1}{s, a}\), for \(\text{Re}(s) > \text{Re}(a)\)

4.1.2 Derivation of Laplace Transforms of Simple Functions

This subtopic derives Laplace transforms for commonly used simple functions in electronics, such as unit step, impulse, and polynomial functions. Understanding these derivations aids in applying transforms to real-world signals encountered in circuit transient analysis.

Unit Step Function \(u(t)\)

The unit step function models switching signals in digital electronics.

$$ u(t) = \begin{cases} 0, & t < 0 \\ 1, & t \geq 0 \end{cases} $$

The Laplace transform is:

$$ \mathcal{L}\{u(t)\} = \int_0^\infty e^{-st} \cdot 1 \, dt = \frac{1}{s} $$

for \(\text{Re}(s) > 0\).

Worked Examples

Example 1: Compute the Laplace transform of the unit step function.

Given: \(f(t) = u(t)\)

$$ F(s) = \int_0^\infty e^{-st} dt = \frac{1}{s} $$

Answer: \(F(s) = \frac{1}{s}\)

Example 2: Find the Laplace transform of \(t u(t)\).

Given: \(f(t) = t u(t) = t\)

From previous examples:

$$ F(s) = \frac{1}{s^2} $$

Answer: \(F(s) = \frac{1}{s^2}\)

Example 3: Find the Laplace transform of \(t^2 u(t)\), representing quadratic time-dependent signals.

Given: \(f(t) = t^2\)

$$ F(s) = \int_0^\infty e^{-st} t^2 dt $$

Using integration by parts twice or standard formula:

$$ F(s) = \frac{2}{s^3} $$

Answer: \(F(s) = \frac{2}{s^3}\)

Impulse Function \(\delta(t)\)

The impulse function models sudden spikes or instantaneous events in circuits.

$$ \mathcal{L}\{\delta(t)\} = \int_0^\infty e^{-st} \delta(t) dt = 1 $$

Worked Examples

Example 1: Laplace transform of \(\delta(t)\).

Given: \(f(t) = \delta(t)\)

$$ F(s) = 1 $$

Answer: \(F(s) = 1\)

Example 2: Laplace transform of \(\delta(t, a)\), where \(a > 0\).

Given: \(f(t) = \delta(t, a)\)

$$ F(s) = \int_0^\infty e^{-st} \delta(t, a) dt = e^{-as} $$

Answer: \(F(s) = e^{-as}\)

Example 3: Laplace transform of \(t \delta(t)\).

Given: \(f(t) = t \delta(t) = 0\) since impulse occurs at \(t=0\).

$$ F(s) = 0 $$

Answer: \(F(s) = 0\)

4.1.3 Laplace Transforms of Elementary Functions

This section derives and lists Laplace transforms of elementary functions frequently encountered in electronics, including exponential, sinusoidal, and hyperbolic functions. These are crucial in analyzing AC circuits, filters, and oscillators.

Exponential Functions

The Laplace transform of \(f(t) = e^{at}\) is:

$$ F(s) = \frac{1}{s, a} $$

for \(\text{Re}(s) > \text{Re}(a)\).

Worked Examples

Example 1: Find the Laplace transform of \(e^{3t}\).

Given: \(a = 3\)

$$ F(s) = \frac{1}{s - 3} $$

Answer: \(F(s) = \frac{1}{s - 3}\)

Example 2: Find the Laplace transform of \(e^{-2t}\).

Given: \(a = -2\)

$$ F(s) = \frac{1}{s + 2} $$

Answer: \(F(s) = \frac{1}{s + 2}\)

Example 3: Find the Laplace transform of \(e^{0t} = 1\) (already done but reconfirmed).

$$ F(s) = \frac{1}{s} $$

Answer: \(F(s) = \frac{1}{s}\)

Sinusoidal Functions

For \(f(t) = \sin(\omega t)\), the Laplace transform is:

$$ F(s) = \frac{\omega}{s^2 + \omega^2} $$

For \(f(t) = \cos(\omega t)\):

$$ F(s) = \frac{s}{s^2 + \omega^2} $$

Worked Examples

Example 1: Find the Laplace transform of \(\sin(5t)\).

Given: \(\omega = 5\)

$$ F(s) = \frac{5}{s^2 + 25} $$

Answer: \(F(s) = \frac{5}{s^2 + 25}\)

Example 2: Find the Laplace transform of \(\cos(10t)\).

Given: \(\omega = 10\)

$$ F(s) = \frac{s}{s^2 + 100} $$

Answer: \(F(s) = \frac{s}{s^2 + 100}\)

Example 3: Find the Laplace transform of \(e^{-t} \sin(3t)\).

Using the frequency shifting property:

$$ F(s) = \frac{3}{(s + 1)^2 + 9} $$

Answer: \(F(s) = \frac{3}{(s + 1)^2 + 9}\)

Hyperbolic Functions

For \(f(t) = \sinh(at)\):

$$ F(s) = \frac{a}{s^2 - a^2} $$

For \(f(t) = \cosh(at)\):

$$ F(s) = \frac{s}{s^2 - a^2} $$

Worked Examples

Example 1: Find the Laplace transform of \(\sinh(2t)\).

Given: \(a=2\)

$$ F(s) = \frac{2}{s^2 - 4} $$

Answer: \(F(s) = \frac{2}{s^2 - 4}\)

Example 2: Find the Laplace transform of \(\cosh(3t)\).

Given: \(a=3\)

$$ F(s) = \frac{s}{s^2 - 9} $$

Answer: \(F(s) = \frac{s}{s^2 - 9}\)

Example 3: Find the Laplace transform of \(e^{4t} \sinh(2t)\).

Use frequency shift:

$$ F(s) = \frac{2}{(s - 4)^2 - 4} $$

Answer: \(F(s) = \frac{2}{(s - 4)^2 - 4}\)

4.1.4 Inference of Linearity Properties

The Laplace transform is linear, a property that simplifies analysis of circuits with multiple inputs or components. This means the transform of a sum of functions is the sum of their transforms, and constants factor out.

If \(f(t) = a f_1(t) + b f_2(t)\), then:

$$ \mathcal{L}\{f(t)\} = a \mathcal{L}\{f_1(t)\} + b \mathcal{L}\{f_2(t)\} $$

where \(a, b\) are constants.

Worked Examples

Example 1: Find the Laplace transform of \(f(t) = 3 + 2t\).

Given: \(f(t) = 3 \cdot 1 + 2 \cdot t\)

$$ \mathcal{L}\{3\} = 3 \cdot \frac{1}{s} = \frac{3}{s} $$

$$ \mathcal{L}\{2t\} = 2 \cdot \frac{1}{s^2} = \frac{2}{s^2} $$

Sum:

$$ F(s) = \frac{3}{s} + \frac{2}{s^2} $$

Answer: \(F(s) = \frac{3}{s} + \frac{2}{s^2}\)

Example 2: Find the Laplace transform of \(f(t) = 5 e^{2t} - 4 \cos(3t)\).

Given:

$$ \mathcal{L}\{5 e^{2t}\} = 5 \cdot \frac{1}{s - 2} = \frac{5}{s - 2} $$

$$ \mathcal{L}\{-4 \cos(3t)\} = -4 \cdot \frac{s}{s^2 + 9} = \frac{-4s}{s^2 + 9} $$

Sum:

$$ F(s) = \frac{5}{s - 2} - \frac{4s}{s^2 + 9} $$

Answer: \(F(s) = \frac{5}{s - 2} - \frac{4s}{s^2 + 9}\)

Example 3: Find the Laplace transform of \(f(t) = 7u(t) + 3t^2\).

Given:

$$ \mathcal{L}\{7u(t)\} = 7 \cdot \frac{1}{s} = \frac{7}{s} $$

$$ \mathcal{L}\{3t^2\} = 3 \cdot \frac{2}{s^3} = \frac{6}{s^3} $$

Sum:

$$ F(s) = \frac{7}{s} + \frac{6}{s^3} $$

Answer: \(F(s) = \frac{7}{s} + \frac{6}{s^3}\)

4.1.5 Use of List of Standard Transforms

Using a list of standard Laplace transforms is essential for quick problem solving in electronics engineering. This list includes transforms of elementary functions and is a key reference in circuit and system analysis.

Function \(f(t)\) Laplace Transform \(F(s)\) Region of Convergence
1 \(\frac{1}{s}\) \(\text{Re}(s) > 0\)
\(t^n\) \(\frac{n!}{s^{n+1}}\) \(\text{Re}(s) > 0\)
\(e^{at}\) \(\frac{1}{s, a}\) \(\text{Re}(s) > \text{Re}(a)\)
\(\sin(\omega t)\) \(\frac{\omega}{s^2 + \omega^2}\) \(\text{Re}(s) > 0\)
\(\cos(\omega t)\) \(\frac{s}{s^2 + \omega^2}\) \(\text{Re}(s) > 0\)
\(\delta(t, a)\) \(e^{-as}\) All \(s\)

Worked Examples

Example 1: Find the Laplace transform of \(f(t) = 4 t^3 + 2 e^{5t}\).

Given:

$$ \mathcal{L}\{4 t^3\} = 4 \cdot \frac{3!}{s^{4}} = 4 \cdot \frac{6}{s^{4}} = \frac{24}{s^{4}} $$

$$ \mathcal{L}\{2 e^{5t}\} = 2 \cdot \frac{1}{s - 5} = \frac{2}{s - 5} $$

Sum:

$$ F(s) = \frac{24}{s^{4}} + \frac{2}{s - 5} $$

Answer: \(F(s) = \frac{24}{s^{4}} + \frac{2}{s - 5}\)

Example 2: Find the Laplace transform of \(f(t) = 3 \cos(4t) - \sin(6t)\).

Given:

$$ \mathcal{L}\{3 \cos(4t)\} = 3 \cdot \frac{s}{s^2 + 16} = \frac{3s}{s^2 + 16} $$

$$ \mathcal{L}\{- \sin(6t)\} = - \frac{6}{s^2 + 36} $$

Sum:

$$ F(s) = \frac{3s}{s^2 + 16} - \frac{6}{s^2 + 36} $$

Answer: \(F(s) = \frac{3s}{s^2 + 16} - \frac{6}{s^2 + 36}\)

Example 3: Find the Laplace transform of \(f(t) = t^2 e^{2t}\).

Using the frequency shift property:

$$ \mathcal{L}\{t^2 e^{2t}\} = \frac{2!}{(s - 2)^3} = \frac{2}{(s - 2)^3} $$

Answer: \(F(s) = \frac{2}{(s - 2)^3}\)

Practice Questions

  1. Find the Laplace transform of \(f(t) = 5 + 4t\) (3 marks)
  2. Determine the Laplace transform of \(f(t) = e^{3t} \sin(2t)\) (4 marks)
  3. Calculate the Laplace transform of \(f(t) = t^3\) (3 marks)
  4. Find the Laplace transform of \(f(t) = 7 \cos(5t) - 3 e^{-t}\) (4 marks)
  5. Compute the Laplace transform of the impulse function \(\delta(t - 4)\) (2 marks)
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🔒4.2 Properties of Laplace Transforms

Understanding the properties of Laplace transforms is essential for electronics engineers in Kenya when analyzing circuits and control systems. These properties simplify the process of solving differential equations governing electronic components such as capa…

🔒4.3 Determination of the Inverse Laplace Transform of Simple Transforms

Inverse Laplace transforms enable electronics engineers to revert signals and system responses from the complex frequency domain back to the time domain. This is critical for interpreting physical behavior of circuits and control systems after analysis or desi…

🔒4.4 Determination of Inverse Laplace Transforms of Partial Fractions

In electronics engineering, analyzing circuit responses often requires finding inverse Laplace transforms of complex rational functions. Partial fraction decomposition simplifies these expressions, enabling straightforward inversion to time-domain functions. M…

🔒4.5 Differential Equations and Simultaneous Equations

Differential equations are fundamental in electronics engineering for modeling dynamic systems such as circuits with capacitors and inductors. Simultaneous differential equations arise in multi-component systems like coupled oscillators or multi-loop circuits.…

🔒4.6 Application of Theorem for the Laplace Transforms

In electronics engineering, especially in signal processing and control systems, the application of Laplace transform theorems is essential for simplifying the analysis of circuits and systems. Kenyan engineers working on designing filters, amplifiers, or cont…

🔒4.7 Evaluations of Laplace Transform Using a Small Stock of Transform Key Pair

Electronics engineers in Kenya rely on a core set of Laplace transform pairs for quick and efficient analysis of circuits and systems. Mastery of these key transform pairs enables rapid conversion between time and (s)-domains, facilitating design and troublesh…

🔒4.8 Application of Laplace Transforms to Impulse Response Problems

Impulse response analysis is fundamental in electronics engineering for characterizing how circuits and systems react to sudden inputs, such as voltage spikes or current pulses. In Kenya’s fast-growing electronics sector, understanding impulse responses enable…

Chapter Summary

This chapter introduced the concept of the Laplace transform as a powerful integral transform used to convert functions from the time domain to the complex frequency domain. It began with the derivation of Laplace transforms for simple and elementary functions, highlighting their linearity properties and the use of standard transform tables for efficient problem-solving. The properties of Laplace transforms were explored to provide deeper insight into their behavior and applications. The chapter then defined the inverse Laplace transform and demonstrated methods to determine it for simple functions, including the use of partial fraction decomposition. Techniques for finding inverse transforms of more complex partial fractions were also covered. Applications of Laplace transforms to solve differential and simultaneous equations were discussed, emphasizing their utility in engineering problems. The use of key transform pairs was presented to simplify evaluations, culminating with the application of Laplace transforms to impulse response problems, illustrating their practical significance in system analysis.

Self-Assessment

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Written Assessment

  1. Find the Laplace transform of the function \(f(t) = 5\), where \(t \geq 0\). (2 marks)

  2. Calculate the Laplace transform of \(f(t) = t\) for \(t \geq 0\). (3 marks)

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Chapter Examination Questions

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SECTION A (40 Marks) - Answer ALL Questions

  1. An electronics engineer at Kenya Power Ltd. needs to find the Laplace transform of the unit step function \(u(t)\). Define the Laplace transform of \(u(t)\) and compute it. (4 marks)
  2. Derive the Laplace transform of the function \(f(t) = t\). (4 marks)
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  • convert polar equations to Cartesian equations correctly using the right mathematical concepts.
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  • determine normals and tangents using coordinate geometry with accuracy.

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