Tutorials › Calculus III › Choosing a Direction for Force Projections

Dot Products and Projections · Tutorial 73 of 999

Choosing a Direction for Force Projections

Choose and orient a unit direction carefully, then use scalar and vector projections to identify the magnitude, sign, and direction of a force component.

Beginner 10 min read

What You'll Learn

  • Construct a unit direction from two points in the intended order.
  • Distinguish an oriented direction from an unoriented line.
  • Interpret the sign of a scalar force projection.
  • Calculate scalar and vector projections and compare their meanings.
  • Check a projection using perpendicularity and orientation.
  • Avoid using a non-unit direction in a unit-vector projection formula.

Introduction

A force component depends not only on the force, but also on the direction in which you want to measure it. A line alone does not specify which way is positive along it: that choice comes from an oriented direction. Reversing the orientation reverses the signed scalar component, even though the force component as a vector remains the same.

This distinction matters in practical problems. A statement such as “the force along the cable” may refer to a signed amount in the cable’s chosen direction, or to the vector part of the force parallel to the cable. To calculate either one reliably, first identify the intended direction, check its orientation, and make it a unit vector.

Choosing and Orienting a Direction

Suppose a force is represented by a vector \(\mathbf F\), and the chosen direction is represented by a nonzero vector \(\mathbf d\). The direction of \(\mathbf d\) indicates which way is positive. For example, if the direction is specified from point \(A\) toward point \(B\), construct \(\mathbf d\) by subtracting the coordinates of \(A\) from those of \(B\).

$$ \mathbf d=\overrightarrow{AB}=B-A, \qquad \mathbf u=\frac{\mathbf d}{\|\mathbf d\|}. $$

Here \(\mathbf u\) is the unit vector pointing in the selected direction. The order of subtraction is essential: \(B-A\) points from \(A\) to \(B\), while \(A-B\) points the opposite way.

Definition: For a nonzero direction vector \(\mathbf d\), its unit direction vector is \(\mathbf u=\mathbf d/\|\mathbf d\|\). The scalar projection of \(\mathbf F\) in the oriented direction \(\mathbf u\) is \(\mathbf F\cdot\mathbf u\). The vector projection of \(\mathbf F\) onto that direction is \((\mathbf F\cdot\mathbf u)\mathbf u\).

The scalar projection is a signed number with the same units as the force. It is positive when the force has a component in the chosen direction, negative when that component points opposite the chosen direction, and zero when the force is perpendicular to it. The vector projection is the actual vector component parallel to the selected line.

These two quantities contain related but different information. The scalar projection records how much of the force lies along the chosen orientation, including its sign. The vector projection records that component as a vector, including its direction in space.

Why the Projection Formula Works

The projection formula follows from the requirement that the remaining part of the force be perpendicular to the chosen direction. Suppose the parallel component is \(c\mathbf u\), where \(c\) is a scalar and \(\mathbf u\) is a unit vector. The residual vector \(\mathbf F-c\mathbf u\) must be perpendicular to \(\mathbf u\). Taking its dot product with \(\mathbf u\) gives the condition below.

$$ (\mathbf F-c\mathbf u)\cdot\mathbf u=0. $$

Using distributivity of the dot product and \(\mathbf u\cdot\mathbf u=1\), this condition becomes \(\mathbf F\cdot\mathbf u-c=0\). Thus \(c=\mathbf F\cdot\mathbf u\), which proves that the scalar projection is \(\mathbf F\cdot\mathbf u\) and that the vector projection is \((\mathbf F\cdot\mathbf u)\mathbf u\).

Why the unit length matters: If \(\mathbf d\) is not a unit vector, then \(\mathbf F\cdot\mathbf d\) is generally not the scalar component. Since \(\mathbf u=\mathbf d/\|\mathbf d\|\), the scalar projection in the direction of \(\mathbf d\) is \((\mathbf F\cdot\mathbf d)/\|\mathbf d\|\).

Worked Example: Direction Specified by Two Points

Worked Example: Direction Specified by Two Points

A force is \(\mathbf F=(12,5,0)\,\text{N}\). Find its scalar and vector projections in the direction from \(A=(1,2,0)\) to \(B=(4,6,0)\).

Step 1: Construct the direction from the stated starting point to the ending point.

$$ \mathbf d=B-A=(4-1,\,6-2,\,0-0)=(3,4,0). $$

Step 2: Find the length and unit direction.

$$ \|\mathbf d\|=\sqrt{3^2+4^2+0^2}=5, \qquad \mathbf u=\frac{1}{5}(3,4,0)=\left(\frac35,\frac45,0\right). $$

Step 3: Calculate the scalar projection.

$$ \mathbf F\cdot\mathbf u =12\left(\frac35\right)+5\left(\frac45\right)+0(0) =\frac{36}{5}+\frac{20}{5} =\frac{56}{5} =11.2\,\text{N}. $$

Step 4: Calculate the vector projection.

$$ \operatorname{proj}_{\mathbf u}\mathbf F =\frac{56}{5}\left(\frac35,\frac45,0\right) =\left(\frac{168}{25},\frac{224}{25},0\right)\text{N}. $$

Check: The remaining force is \(\mathbf F-\operatorname{proj}_{\mathbf u}\mathbf F=(132/25,-99/25,0)\,\text{N}\). Its dot product with \(\mathbf u\) is \(396/125-396/125=0\), so the remainder is perpendicular to the chosen direction, as required. The positive scalar projection also agrees with a component pointing from \(A\) toward \(B\).

Reversing the Orientation

A line has two possible unit directions. If \(\mathbf u\) is replaced by \(-\mathbf u\), the scalar projection changes sign because \(\mathbf F\cdot(-\mathbf u)=-(\mathbf F\cdot\mathbf u)\). However, the vector projection does not change: multiplying the new scalar by the new direction gives the same vector. This is why the sign must be interpreted relative to the stated orientation, rather than to the line alone.

$$ \bigl(\mathbf F\cdot(-\mathbf u)\bigr)(-\mathbf u) =(-\mathbf F\cdot\mathbf u)(-\mathbf u) =(\mathbf F\cdot\mathbf u)\mathbf u. $$

Worked Example: A Negative Scalar Projection

Worked Example: A Negative Scalar Projection

Let \(\mathbf F=(-6,8,3)\,\text{N}\), and choose the direction \(\mathbf d=(0,-3,4)\). Find both projections and interpret the sign.

Step 1: Normalize the direction as given.

$$ \|\mathbf d\|=\sqrt{0^2+(-3)^2+4^2}=5, \qquad \mathbf u=\left(0,-\frac35,\frac45\right). $$

Step 2: Calculate the signed scalar component.

$$ \mathbf F\cdot\mathbf u =(-6)(0)+8\left(-\frac35\right)+3\left(\frac45\right) =-\frac{24}{5}+\frac{12}{5} =-\frac{12}{5} =-2.4\,\text{N}. $$

Step 3: Calculate the vector component.

$$ \operatorname{proj}_{\mathbf u}\mathbf F =-\frac{12}{5}\left(0,-\frac35,\frac45\right) =\left(0,\frac{36}{25},-\frac{48}{25}\right)\text{N}. $$

Interpretation and check: The negative scalar means that the force component points opposite the chosen direction \(\mathbf u\). The residual is \((-6,164/25,123/25)\,\text{N}\), and its dot product with \(\mathbf u\) is \(-492/125+492/125=0\). If the direction is reversed, the scalar becomes \(12/5\,\text{N}\), while the vector projection remains \((0,36/25,-48/25)\,\text{N}\).

Working Directly with a Non-Unit Direction

Sometimes the direction is supplied as a displacement or coordinate vector that has not been normalized. You can either normalize it first and use the unit-vector formulas, or use the equivalent formulas below. The vector \(\mathbf d\) must be nonzero; otherwise its direction is undefined.

$$ \text{Scalar projection in the direction of }\mathbf d =\frac{\mathbf F\cdot\mathbf d}{\|\mathbf d\|}, \qquad \text{vector projection onto that line} =\frac{\mathbf F\cdot\mathbf d}{\|\mathbf d\|^2}\mathbf d. $$

These expressions follow by substituting \(\mathbf u=\mathbf d/\|\mathbf d\|\) into the unit-vector formulas. In the vector expression, the scalar projection is multiplied by \(\mathbf u\), producing one factor of \(\|\mathbf d\|\) in the denominator from each part.

Worked Example: Use the Given Direction Without Normalizing First

Worked Example: Use the Given Direction Without Normalizing First

A force is \(\mathbf F=(6,12,3)\,\text{N}\), and the selected direction is \(\mathbf d=(2,-1,2)\). Find its scalar and vector projections, showing how the non-unit formula agrees with normalization.

Step 1: Find the direction length and dot product.

$$ \|\mathbf d\|=\sqrt{2^2+(-1)^2+2^2}=3, \qquad \mathbf F\cdot\mathbf d=6(2)+12(-1)+3(2)=12-12+6=6. $$

Step 2: Calculate the scalar projection.

$$ \frac{\mathbf F\cdot\mathbf d}{\|\mathbf d\|} =\frac{6}{3}=2\,\text{N}. $$

Step 3: Calculate the vector projection.

$$ \frac{\mathbf F\cdot\mathbf d}{\|\mathbf d\|^2}\mathbf d =\frac{6}{9}(2,-1,2) =\left(\frac43,-\frac23,\frac43\right)\text{N}. $$

Check by normalizing: The unit direction is \(\mathbf u=(2/3,-1/3,2/3)\), so \(\mathbf F\cdot\mathbf u=4-4+2=2\,\text{N}\). Multiplying by \(\mathbf u\) gives \((4/3,-2/3,4/3)\,\text{N}\), the same vector projection. Its residual is \((14/3,38/3,5/3)\,\text{N}\), whose dot product with \(\mathbf u\) is \((28-38+10)/9=0\).

A Common Mistake: Treating a Line as an Oriented Direction

Suppose the direction is from \(A\) to \(B\), but the displacement is accidentally formed as \(A-B\). The result points from \(B\) to \(A\). In the first worked example, this reversal would change \((3,4,0)\) to \((-3,-4,0)\), and the unit direction would change from \((3/5,4/5,0)\) to \((-3/5,-4/5,0)\). The resulting scalar projection would be \(-56/5\,\text{N}\), not \(56/5\,\text{N}\).

The negative value is mathematically consistent with the reversed orientation; it is not the component in the originally requested direction from \(A\) to \(B\). The correction is to follow the stated order, \(B-A\), and then interpret the sign relative to that direction. A second common error is to use \(\mathbf F\cdot\mathbf d\) directly as the scalar component even when \(\mathbf d\) is not a unit vector. For \(\mathbf d=(2,-1,2)\) in the third example, that dot product is \(6\), but the scalar component is \(6/3=2\,\text{N}\).

A Reliable Direction-Selection Check

Before accepting a force projection, check both the geometry and the calculation. Confirm that the chosen vector points the intended way, that it is nonzero, and that any unit-vector formula uses a vector of length one. Then interpret the scalar sign and verify that the remaining force is perpendicular to the selected direction.

1
Identify the requested orientation.
For a direction from \(A\) to \(B\), use \(B-A\), not \(A-B\).
2
Normalize the direction.
Divide the nonzero direction vector by its length to obtain a unit vector.
3
Calculate and interpret.
Use the dot product with the unit vector for the signed scalar component, then multiply by the unit vector for the vector component.
4
Check the result.
The force minus its vector projection must have dot product zero with the chosen direction.

These checks make the distinction between a line and its chosen orientation explicit. That distinction is especially useful when a force component is reported as a signed value, while a diagram or physical description emphasizes the parallel vector itself.

Check Your Understanding

Use the definitions and checks in this tutorial to answer the following questions.

  1. If a direction is specified from \(P\) to \(Q\), which coordinate difference gives the direction vector?
  2. What does a negative scalar projection say about the force relative to the chosen orientation?
  3. What happens to the scalar and vector projections when the unit direction is reversed?
  4. For a non-unit direction vector \(\mathbf d\), why is \(\mathbf F\cdot\mathbf d\) not generally the scalar projection?
  5. What dot-product calculation checks that a proposed vector projection is correct?