Electrical Engineering  ·  Level 5
Engineering Mathematics II
Chapter 4: Apply Vector Theory
📚 7 Topics

Vectors describe quantities with both magnitude and direction and are essential across many professional fields in Kenya, including construction project management, hospital logistics, and agricultural planning. Understanding vectors allows technicians to solve problems involving forces, displacements, and velocities in two and three dimensions. This chapter focuses on applying vector theory through operations such as addition and subtraction, and the use of position vectors to model locations and movements relevant to diverse sectors.

4.1 Vectors and scalar in two and three dimensions

Vectors represent quantities with direction and magnitude, while scalars have magnitude only. In practical terms, vectors might represent displacement or force, and scalars represent temperature or cost. This section covers fundamental operations on vectors, addition and subtraction, in both two and three dimensions, enabling students to analyze real-world problems like material transport across a farm or equipment positioning in a hospital.

4.1.1 Vectors and Scalars: Definitions and Representation

Vectors are quantities that have both magnitude and direction, such as velocity or force. Scalars have only magnitude, like mass or temperature.

The vector in two dimensions is typically represented as \( \mathbf{A} = A_x \mathbf{i} + A_y \mathbf{j} \), where \( A_x \) and \( A_y \) are components along the x- and y-axes respectively. In three dimensions, it extends to \( \mathbf{A} = A_x \mathbf{i} + A_y \mathbf{j} + A_z \mathbf{k} \), including the z-axis.

The magnitude of a vector \( \mathbf{A} \) in two dimensions is given by:

$$ |\mathbf{A}| = \sqrt{A_x^2 + A_y^2} $$

In three dimensions:

$$ |\mathbf{A}| = \sqrt{A_x^2 + A_y^2 + A_z^2} $$

Worked Examples

Example 1: A delivery drone at a Nairobi hospital moves 3 km east and 4 km north. Find the magnitude of its displacement vector.

Given: \( A_x = 3\, \text{km}, A_y = 4\, \text{km} \)

$$ |\mathbf{A}| = \sqrt{3^2 + 4^2} $$

$$ = \sqrt{9 + 16} $$

$$ = \sqrt{25} $$

Answer: 5 km

Example 2: A security camera in a retail store is positioned at \( \mathbf{B} = 2 \mathbf{i} + 5 \mathbf{j} + 4 \mathbf{k} \) meters from the origin. Calculate its distance from the origin.

Given: \( B_x = 2\, m, B_y = 5\, m, B_z = 4\, m \)

$$ |\mathbf{B}| = \sqrt{2^2 + 5^2 + 4^2} $$

$$ = \sqrt{4 + 25 + 16} $$

$$ = \sqrt{45} $$

$$ = 6.708\, m $$

Answer: 6.708 m

Example 3: A cooperative farm worker walks 6 meters south and then 8 meters west. Represent the displacement vector and find its magnitude.

Given: \( A_x = -8\, m, A_y = -6\, m \) (south and west taken as negative directions)

$$ |\mathbf{A}| = \sqrt{(-8)^2 + (-6)^2} $$

$$ = \sqrt{64 + 36} $$

$$ = \sqrt{100} $$

Answer: 10 m

4.1.2 Vector Addition in Two and Three Dimensions

Vector addition combines two or more vectors to find a resultant vector. In two dimensions, if \( \mathbf{A} = A_x \mathbf{i} + A_y \mathbf{j} \) and \( \mathbf{B} = B_x \mathbf{i} + B_y \mathbf{j} \), then:

$$ \mathbf{R} = \mathbf{A} + \mathbf{B} = (A_x + B_x) \mathbf{i} + (A_y + B_y) \mathbf{j} $$

In three dimensions:

$$ \mathbf{R} = \mathbf{A} + \mathbf{B} = (A_x + B_x) \mathbf{i} + (A_y + B_y) \mathbf{j} + (A_z + B_z) \mathbf{k} $$

Worked Examples

Example 1: In a county government office, a worker moves 5 m east and 3 m north, then 2 m west and 4 m north. Find the total displacement vector and magnitude.

Given:

\( \mathbf{A} = 5 \mathbf{i} + 3 \mathbf{j} \, m \)

\( \mathbf{B} = -2 \mathbf{i} + 4 \mathbf{j} \, m \)

$$ \mathbf{R} = (5 + (-2)) \mathbf{i} + (3 + 4) \mathbf{j} $$

$$ = 3 \mathbf{i} + 7 \mathbf{j} $$

Magnitude:

$$ |\mathbf{R}| = \sqrt{3^2 + 7^2} $$

$$ = \sqrt{9 + 49} $$

$$ = \sqrt{58} $$

$$ = 7.615\, m $$

Answer: \(\mathbf{R} = 3 \mathbf{i} + 7 \mathbf{j}\) m, magnitude = 7.615 m

Example 2: A drone delivering medical supplies to a rural hospital moves 10 m north, 5 m east, then ascends 3 m vertically. Find the resultant displacement vector in 3D.

Given:

\( \mathbf{A} = 10 \mathbf{j} + 5 \mathbf{i} + 0 \mathbf{k} \, m \)

\( \mathbf{B} = 0 \mathbf{i} + 0 \mathbf{j} + 3 \mathbf{k} \, m \)

$$ \mathbf{R} = (5 + 0) \mathbf{i} + (10 + 0) \mathbf{j} + (0 + 3) \mathbf{k} $$

$$ = 5 \mathbf{i} + 10 \mathbf{j} + 3 \mathbf{k} $$

Magnitude:

$$ |\mathbf{R}| = \sqrt{5^2 + 10^2 + 3^2} $$

$$ = \sqrt{25 + 100 + 9} $$

$$ = \sqrt{134} $$

$$ = 11.575\, m $$

Answer: \(\mathbf{R} = 5 \mathbf{i} + 10 \mathbf{j} + 3 \mathbf{k}\) m, magnitude = 11.575 m

Example 3: A hotel porter moves luggage 7 m west, 4 m south, and 2 m up to a guest room. Another porter moves luggage 3 m east, 6 m north, and 1 m down. Find the resultant vector and magnitude.

Given:

\( \mathbf{A} = -7 \mathbf{i} - 4 \mathbf{j} + 2 \mathbf{k} \, m \)

\( \mathbf{B} = 3 \mathbf{i} + 6 \mathbf{j} - 1 \mathbf{k} \, m \)

$$ \mathbf{R} = (-7 + 3) \mathbf{i} + (-4 + 6) \mathbf{j} + (2 + (-1)) \mathbf{k} $$

$$ = -4 \mathbf{i} + 2 \mathbf{j} + 1 \mathbf{k} $$

Magnitude:

$$ |\mathbf{R}| = \sqrt{(-4)^2 + 2^2 + 1^2} $$

$$ = \sqrt{16 + 4 + 1} $$

$$ = \sqrt{21} $$

$$ = 4.583\, m $$

Answer: \(\mathbf{R} = -4 \mathbf{i} + 2 \mathbf{j} + 1 \mathbf{k}\) m, magnitude = 4.583 m

4.1.3 Vector Subtraction in Two and Three Dimensions

Vector subtraction finds the difference between two vectors, often representing displacement between points. For vectors \( \mathbf{A} \) and \( \mathbf{B} \):

$$ \mathbf{D} = \mathbf{A} - \mathbf{B} = (A_x - B_x) \mathbf{i} + (A_y - B_y) \mathbf{j} $$

In three dimensions:

$$ \mathbf{D} = (A_x - B_x) \mathbf{i} + (A_y - B_y) \mathbf{j} + (A_z - B_z) \mathbf{k} $$

Worked Examples

Example 1: A farmer walks from point A at (3, 2) meters to point B at (7, 5) meters on the farm. Find the displacement vector from A to B.

Given:

\( \mathbf{A} = 3 \mathbf{i} + 2 \mathbf{j} \, m \)

\( \mathbf{B} = 7 \mathbf{i} + 5 \mathbf{j} \, m \)

$$ \mathbf{D} = \mathbf{B} - \mathbf{A} = (7 - 3) \mathbf{i} + (5 - 2) \mathbf{j} $$

$$ = 4 \mathbf{i} + 3 \mathbf{j} $$

Magnitude:

$$ |\mathbf{D}| = \sqrt{4^2 + 3^2} $$

$$ = \sqrt{16 + 9} $$

$$ = \sqrt{25} $$

Answer: \(\mathbf{D} = 4 \mathbf{i} + 3 \mathbf{j}\) m, magnitude = 5 m

Example 2: A vehicle in a county government parking lot moves from position \( \mathbf{P} = 12 \mathbf{i} + 8 \mathbf{j} + 0 \mathbf{k} \, m \) to \( \mathbf{Q} = 7 \mathbf{i} + 3 \mathbf{j} + 2 \mathbf{k} \, m \). Find the displacement vector \( \mathbf{D} = \mathbf{Q} - \mathbf{P} \).

Given:

\( \mathbf{P} = 12 \mathbf{i} + 8 \mathbf{j} + 0 \mathbf{k} \, m \)

\( \mathbf{Q} = 7 \mathbf{i} + 3 \mathbf{j} + 2 \mathbf{k} \, m \)

$$ \mathbf{D} = (7 - 12) \mathbf{i} + (3 - 8) \mathbf{j} + (2 - 0) \mathbf{k} $$

$$ = -5 \mathbf{i} - 5 \mathbf{j} + 2 \mathbf{k} $$

Magnitude:

$$ |\mathbf{D}| = \sqrt{(-5)^2 + (-5)^2 + 2^2} $$

$$ = \sqrt{25 + 25 + 4} $$

$$ = \sqrt{54} $$

$$ = 7.348\, m $$

Answer: \(\mathbf{D} = -5 \mathbf{i} - 5 \mathbf{j} + 2 \mathbf{k}\) m, magnitude = 7.348 m

Example 3: A technician moves equipment from point A (4, 6, 3) meters to point B (9, 2, 7) meters in a hospital. Find the displacement vector and its magnitude.

Given:

\( \mathbf{A} = 4 \mathbf{i} + 6 \mathbf{j} + 3 \mathbf{k} \, m \)

\( \mathbf{B} = 9 \mathbf{i} + 2 \mathbf{j} + 7 \mathbf{k} \, m \)

$$ \mathbf{D} = (9 - 4) \mathbf{i} + (2 - 6) \mathbf{j} + (7 - 3) \mathbf{k} $$

$$ = 5 \mathbf{i} - 4 \mathbf{j} + 4 \mathbf{k} $$

Magnitude:

$$ |\mathbf{D}| = \sqrt{5^2 + (-4)^2 + 4^2} $$

$$ = \sqrt{25 + 16 + 16} $$

$$ = \sqrt{57} $$

$$ = 7.550\, m $$

Answer: \(\mathbf{D} = 5 \mathbf{i} - 4 \mathbf{j} + 4 \mathbf{k}\) m, magnitude = 7.550 m

4.1.4 Scalar Multiplication of Vectors

Multiplying a vector by a scalar changes its magnitude but not its direction unless the scalar is negative, which reverses direction. For a vector \( \mathbf{A} = A_x \mathbf{i} + A_y \mathbf{j} + A_z \mathbf{k} \) and scalar \( k \):

$$ k \mathbf{A} = k A_x \mathbf{i} + k A_y \mathbf{j} + k A_z \mathbf{k} $$

Worked Examples

Example 1: A technician at a county referral hospital moves a cart with displacement vector \( \mathbf{A} = 4 \mathbf{i} + 3 \mathbf{j} \) meters. Find the displacement after 3 trips.

Given:

\( \mathbf{A} = 4 \mathbf{i} + 3 \mathbf{j} \, m \)

\( k = 3 \)

$$ k \mathbf{A} = 3 \times 4 \mathbf{i} + 3 \times 3 \mathbf{j} $$

$$ = 12 \mathbf{i} + 9 \mathbf{j} $$

Magnitude:

$$ |k \mathbf{A}| = 3 \times \sqrt{4^2 + 3^2} $$

$$ = 3 \times 5 $$

$$ = 15\, m $$

Answer: \( \mathbf{R} = 12 \mathbf{i} + 9 \mathbf{j} \) m, magnitude = 15 m

Example 2: A drone moves with velocity vector \( \mathbf{V} = 2 \mathbf{i} + 5 \mathbf{j} + 1 \mathbf{k} \) m/s. Find the velocity vector after doubling speed.

Given:

\( \mathbf{V} = 2 \mathbf{i} + 5 \mathbf{j} + 1 \mathbf{k} \, m/s \)

\( k = 2 \)

$$ k \mathbf{V} = 2 \times 2 \mathbf{i} + 2 \times 5 \mathbf{j} + 2 \times 1 \mathbf{k} $$

$$ = 4 \mathbf{i} + 10 \mathbf{j} + 2 \mathbf{k} $$

Magnitude:

$$ |k \mathbf{V}| = 2 \times \sqrt{2^2 + 5^2 + 1^2} $$

$$ = 2 \times \sqrt{4 + 25 + 1} $$

$$ = 2 \times \sqrt{30} $$

$$ = 2 \times 5.477 $$

$$ = 10.954\, m/s $$

Answer: \( \mathbf{V} = 4 \mathbf{i} + 10 \mathbf{j} + 2 \mathbf{k} \) m/s, magnitude = 10.954 m/s

Example 3: A cooperative farm worker applies a force vector \( \mathbf{F} = 6 \mathbf{i} - 2 \mathbf{j} \) N. Find the force vector when the force magnitude is halved.

Given:

\( \mathbf{F} = 6 \mathbf{i} - 2 \mathbf{j} \, N \)

\( k = 0.5 \)

$$ k \mathbf{F} = 0.5 \times 6 \mathbf{i} + 0.5 \times (-2) \mathbf{j} $$

$$ = 3 \mathbf{i} - 1 \mathbf{j} $$

Magnitude:

$$ |k \mathbf{F}| = 0.5 \times \sqrt{6^2 + (-2)^2} $$

$$ = 0.5 \times \sqrt{36 + 4} $$

$$ = 0.5 \times \sqrt{40} $$

$$ = 0.5 \times 6.325 $$

$$ = 3.1625\, N $$

Answer: \( \mathbf{F} = 3 \mathbf{i} - 1 \mathbf{j} \) N, magnitude = 3.163 N

Practice Questions

  1. A security guard walks 8 m east and 6 m north. Find the magnitude of the displacement vector. (3 marks)

  2. A technician moves equipment 4 m west, 3 m south, and 2 m up. Another technician moves it 1 m east, 5 m north, and 3 m down. Find the resultant displacement vector and magnitude. (5 marks)

  3. A delivery person moves from point A (2, 4, 1) meters to point B (7, 1, 5) meters. Find the displacement vector and its magnitude. (4 marks)

  4. A farm worker moves 5 m north, then 12 m east. Find the total displacement vector and its magnitude. (4 marks)

  5. A drone moves with velocity vector \( \mathbf{V} = 3 \mathbf{i} + 4 \mathbf{j} \) m/s. Find the velocity vector after tripling the speed and its magnitude. (4 marks)

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🔒4.2 Position Vectors

Position vectors specify the location of a point relative to an origin in space. They are fundamental in mapping, navigation, and locating assets or personnel in fields such as county government planning, hospital infrastructure, and agricultural land manageme…

🔒4.3 Resolution of vectors

In Kenyan workplaces such as county referral hospitals, universities, and retail businesses, understanding how to resolve vectors is essential for analyzing forces, movements, or directions that are not aligned with coordinate axes. Vector resolution allows pr…

🔒4.4 Scalar and vector product

Scalar and vector products are fundamental vector operations used extensively in Kenyan industries such as construction, agricultural machinery maintenance, and ICT hardware assembly. The scalar product yields a scalar quantity useful in work and power calcula…

🔒4.5 Gradient

The concept of the gradient is fundamental in vector calculus and has wide applications across various Kenyan professional sectors such as environmental monitoring at NEMA, water resource management at county governments, and agricultural planning at large far…

🔒4.6 Curl

The curl measures the rotation or swirling strength and direction of a vector field, which is important in fluid flow analysis, electromagnetics, and mechanical systems in diverse Kenyan sectors such as hospitals for airflow control, county water supply system…

🔒4.7 Divergence

Divergence is a fundamental vector calculus operation that measures the magnitude of a vector field's source or sink at a given point. In practical Kenyan professional contexts such as environmental monitoring by NEMA or fluid flow in hospital water systems, d…

Chapter Summary

This chapter covered the fundamental concepts of vectors and scalars in two and three dimensions, emphasizing their distinct properties and how to perform addition and subtraction operations on vectors. It introduced position vectors as a way to represent points in space relative to an origin. The resolution of vectors into components was explained to facilitate analysis in multiple directions. The chapter further explored scalar and vector products, detailing their calculation and significance in engineering contexts. The gradient was presented as a measure of how a scalar field changes in space, followed by the curl which describes the rotation of a vector field. Finally, divergence was examined as an indicator of the magnitude of a source or sink at a given point within a vector field. Together, these topics provide a comprehensive foundation for applying vector theory in engineering problems.

Self-Assessment

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Written Assessment

  1. A delivery truck at a county hospital moves 3 km east and then 4 km north. Find the resultant displacement vector magnitude. (2 marks)

  2. A position vector of a water tank in a hotel grounds is given by \(\mathbf{r} = 5\mathbf{i} + 2\mathbf{j} + 3\mathbf{k}\) metres. Find the magnitude of \(\mathbf{r}\). (2 marks)

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Chapter Examination Questions

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SECTION A (40 Marks) - Answer ALL Questions

  1. A security company based in Nairobi uses two patrol teams moving in directions represented by vectors \(\vec{A} = 3\hat{i} + 4\hat{j}\) km and \(\vec{B} = -2\hat{i} + 5\hat{j}\) km. Find the resultant vector when both teams meet. (4 marks)
  2. Given two vectors \(\vec{P} = 2\hat{i} + 3\hat{j} - \hat{k}\) and \(\vec{Q} = -\hat{i} + 4\hat{j} + 2\hat{k}\), find \(\vec{P} - \vec{Q}\). (4 marks)
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