16 Dimensions

Next time you’re at a family gathering with your 10-year old cousin, give her the following math quiz. 1700

1. What’s 3 + 2?
2. What’s 7 - 3?
3. What’s 3 miles + 2 miles?
4. What’s 3 miles + 2 kilometers?
5. What’s 3 miles + 2 kilograms?

I don’t know your cousin, but I suspect she will have an easy time answering (1) and (2) correctly. As for (3), she might give the correct answer, “5 miles,” or just say “5.” If so, you’ll follow up with “5 what?” at which point she’ll definitely say “miles.”

4. is a bit harder. You might need to prompt her with the information that 1 kilometer is about 0.6 miles. Then, if she’s pretty smart, she’ll answer “4.2 miles.”

10-year olds are pretty creative, so I’m not sure how she’ll answer (5). But if you ask your Ph.D. aunt, she’ll answer along the lines of “silly question,” or “there’s no such thing.” That’s true.

Consider these everyday quantities:

1. 60 miles per hour: a typical speed for driving on a highway
2. 2106 square feet: the in-bounds area for a court used for singles tennis.
3. 355 cubic centimeters: the volume in a canned beverage (in the US).
4. 2.5 gallons per minute: the US mandated maximum flow rate for water through a shower head.
5. 35 miles per gallon: a typical fuel economy for a small car in the US.
6. 0.044 lbs per square foot: the body-mass index of Dwayne (“The Rock”) Johnson. In the more conventional units of kg per square meter, his BMI is 30.8.

Consider how you would measure such things:

1. We ordinarily use a speedometer to measure instantaneous car speed and police use a radar gun. But fundamentally, you measure the distance traveled and the time used and divide distance by time.
2. Most people would rely on the internet for this information, but you would check your local court by measuring the width (27 feet is the standard) and the length of the course (78). Multiply the two.
3. Pour the beverage into a measuring cup and read off the volume. But more fundamentally, you could measure the circumference of the can (\(2 \pi r\)), square it (\(4 \pi^2 r^2\)) and divide by \(4 \pi\) to get the cross section area of the can. Then multiply that by the height of the can.
4. We don’t usually monitor water used by a shower. But if you need to, get a 5-gallon pail (the standard volume of the plastic pails used for so many purposes in construction), put it under the shower head, and measure the time it takes to fill the pail. Divide the volume by the time.
5. Record the mileage on the car’s odometer when you fill up the car with gas. Drive. When you next get gas, measure the new odometer reading and the volume of gas you purchased. Divide the change in odometer reading by the gas volume. (In Europe, you would divide the gas volume by the change in odometer reading.)
6. Weigh Dwayne. The scale is usually graduated in both pounds and kilograms: take your choice. Measure his height; the ruler-in-the-doorway method works well. Then divide his weight by the square of his height.

Evidently, it makes sense to multiply and divide different types of quantities: feet, gallons, kilometers, kilograms, pounds, hours, …. But you won’t ever see a quantity constructed by adding or subtracting miles and hours or gallons and and square feet. You can square feet and cube centimeters, but can you take the square root of a gallon? Does it make sense to raise 2 to the power of 3 yards? 1710

This section is about the mathematical structure of combining quantities; which kinds of mathematical operations are legitimate and which are not.

16.1 Mathematics of quantity

1. [Fun-10a] Know the definition of a fundamental dimension and the notation for the most common ones (definition page 241-242)
2. [Fun-10b] Understand how derived dimensions are formed from fundamental dimensions (definition page 241-242)
3. [Fun-10c] Know that units are ways of measuring dimensions and derived dimensions.

The first step in understanding the mathematics of quantity is to make an absolute distinction between two concepts that, in everyday life, are used interchangeably: dimension and unit.

Length is a dimension. Meters is a unit of length. We also measure length in microns, mm, cm, inches, feet, yards, kilometers, and miles, to say nothing of furlongs, fathoms, astronomical units (AU), and parsecs.

Time is a dimension. Seconds is a unit of time. We also measure time in micro-seconds, milli-seconds, minutes, hours, days, weeks, months, years, decades, centuries, millenia.

Mass is a dimension. Kilograms is a unit of mass.

Length, time, and mass are called fundamental dimensions. This is not because length is more important than area or volume. It’s because you can construct area and volume by multiplying lengths together. This is evident when you consider units of area like square-inches or cubic centimeters, but obscured in the names of units like acre, liter, gallon.

We use the notation L, T, and M to refer to the fundamental dimensions. (Electrical current Q is also a fundamental dimension, but we won’t have much use for it in our examples. Also useful are \(\Theta\) (“theta”) for temperature, S for money, and P for a count of organisms such as the population of the US or the size of a sheep herd.)

Brackets translate between a quantity and the dimension. For instance, [1 yard] = L, [1000 kg] = M, [3 years] = T, [10 \(\mu\) (microns)] = L,

16.2 Compound dimensions

There are other dimensions: volume, force, pressure, energy, torque, velocity, acceleration, and such. These are called compound dimensions because we represent them as combinations of the fundamental dimensions, L, T, and M. The notation for these combinations involves multiplication and division. For instance:

• Volume is L \(\times\) L \(\times\) L \(=\) L\(^3\), as in “cubic centimeters”
• Velocity is L/T, as in “miles per hour”
• Force is M L/T\(^2\), which is obscure unless you remember Newton’s Second Law that \(\text{F} = \text{m}\,\text{a}\): “force equals mass times acceleration.” In terms of dimension, mass is M, acceleration is L/T\(^2\). Multiply the two together and you get the dimension “force.”

Multiplication and division are used to construct a compound dimension from the fundamental dimensions L, T, and M.

Addition and subtraction are never used to form a compound dimension.

Much of the work in understanding dimensions involves overcoming the looseness of everyday speech. Remember the weight scale graduated in pounds and kilograms. The unit kilograms is a way of measuring M, but the unit of pounds is a way of measuring force: M L/T\(^2\).

Weight is not the same as mass. This makes no sense to most people and doesn’t really matter in everyday life. It’s only when you venture off the surface of the Earth that the difference shows up. The Mars rover Perseverence has a weight of 1000 kg on Earth. It was weightless for most of its journey to Mars. After landing on Mars, Perseverence weighed just 380 kg. But the rover’s mass didn’t change at sll. 1720

Another source of confusion carried over from everyday life is that sometimes we measure the same quantity using different dimensions. You can measure a volume by weighing water; a gallon of water weighs 8 pounds, a liter of water has a mass of 1 kg. Serious bakers measure flour by weight; a casual baker uses a measuring cup. We can measure water volume with length because water has a (more-or-less) constant mass density. But 8 pounds of gasoline is considerably more than a gallon. It turns out that the density of flour varies substantially depending on how it’s packed, on humidity, etc. This is why it matters whether you weigh flour for baking or measure it by volume. You can measure time by the swing of a pendulum. To measure the same time successfully with different pendula they need to have the same length, not the same mass.

A unit is a conventional amount of a quantity of a given dimension. All lengths are the same dimensionally, but they can be measured with different conventions: inches, yards, meters, … Units for the same dimension can all be converted unambiguously one into the other. A meter is exactly the same quantity of length as 39.3701 inches, a mile is the same length as 1609.34 meters. Liters and gallons are both units of volume (L\(^3\)): a gallon is the same as 3.78541 liters.

You will hear it said that a kilogram is 2.2 pounds. That’s not strictly true. A kilogram has dimension M and a pound has dimension ML/T\(^2\). Quantities with different dimensions cannot be “equal” or even legitimately compared to one another. Unless you bring something else into the game that physically changes the situation, for instance gravity (dimension of acceleration due to gravity (dimension \(\text{L}/\text{T}^2\)). The weight of a kilogram on the surface of the Earth is is 2.2 pounds because gravitational acceleration is (almost) the same everywhere on the surface of the Earth.

It’s also potentially confusing that sometimes different dimensions are used to get at the same idea. For instance, the same car that gets 35 miles / gallon in the US (dimension \(\text{L}/\text{L}^3 = 1/\text{L}^2\)) will use 6.7 liters per 100 kilometers (\(\text{L}^3 / L = \text{L}^2\)) in Europe. Same car. Same fuel. Different conventions using different dimensions. 1730

Keeping track of the various compound dimensions can be tricky. For many people, it’s easier to keep track of the physical relationships involved and use that knowledge to put together the dimensions appropriately. Often, the relationship can be described using specific calculus operations, so knowing dimensions and units helps you use calculus successfully.

Easy compound dimensions that you likely already know:

1. [Area] \(= \text{L}^2\). Some corresponding units to remind you: “square feet,” “square miles,” “square centimeters.”
2. [Volume] \(= \text{L}^3\). Units to remind you: “cubic centimeters,” “cubic feet,” “cubic yards.” (What landscapers informally call a “yard,” for instance “10 yards of topsoil” should properly be called “10 cubic-yards of topsoil.”)
3. [Velocity] \(= \text{L}/\text{T}\). Units: “miles per hour,” “inches per second.”
4. [Momentum] \(= \text{M}\text{L}/\text{T}\). Units: “kilogram meters per second.”

Anticipating that you will return to this section for reference, we’ve also added some dimensions that can be understood through the relevant calculus operations.

• [Acceleration] \(= \text{L}/\text{T}^2\). Units: “meters per second squared,” In calculus, acceleration is the derivative of velocity with respect to time, or, equivalently, the 2nd derivative of position with respect to time.
• [Force] \(= \text{M}\, \text{L}/\text{T}^2\) In calculus: force is the derivative of momentum with respect to time.
• [Energy] or [Work] \(= \text{M}\, \text{L}^2/\text{T}^2\) In calculus, energy is the integral of force with respect to length.
• [Power] \(= \text{M}\, \text{L}^2/\text{T}^3\) In the language of calculus, power is the derivative of energy with respect to time.

Density sounds like a specific concept, but there are many different kinds of densities. These have in common that they are a ratio of a physical amount to a geometric extent: 1740

1. a physical amount: which might be mass, charge, people, etc.
2. a geometric extent: which might be length, area, or volume.

Some examples:

• “paper weight” is the mass per area, typically grams-per-square-meter
• “charge density” is the amount of electrical charge, usually per area or volume
• “lineal density of red blood cells” is the number of cells in a capillary divided by the length of the capillary. (Capillaries are narrow. Red blood cells go through one after the other.)
• “population density” is people per area of ground.

The theory of dimensions and units was developed for the physical sciences. Consequently the fundamental dimensions are those of physics: length, mass, time, electrical current, luminous intensity.

Since proper use of units is important even outside the physical sciences, it’s helpful to recognize the dimension of several other kinds of quantity.

• “people” / “passengers” / “customers” / “patients” / “cases” / “passenger deaths”: these are different different ways to refer to people. We’ll consider such quantities to have dimension P, for population.

• “money”: Units are dollars (in many varieties: US, Canadian, Australian, New Zealand), euros, yuan (synonym: renminbi), yen, pounds (many varieties: UK, Egypt, Syria, Lebanon, Sudan and South Sudan), pesos (many varieties), dinar, franc (Swiss, CFA), rand, riyal, rupee, won, and many others. Conversion rates depend on situation and national policy, but we will consider money a dimension, denoted by S (from the name of the first coinage, the Mesopotanian Shekel).

Examples:

• Passenger-miles is a standard unit of transport.
• Passenger-miles-per-dollar is an appropriate unit of the economic efficiency of transport.
• Passenger-deaths per million passenger-mile is one way to describe the risk of transport.

16.3 Arithmetic with dimensions

Recall the rules for arithmetic dimensioned quantities. We restate them briefly with the square-bracket notation for “the dimension of.” For instance, “the dimension of \(b\)” is written \([b]\). We also write \([1]\) to stand for the dimension of a pure number, that is, a quantity without dimension.

Operation	Result	Only if satisfies	Metaphor
Multiplication	\([a \times b] = [a] \times [b]\)	anything goes	promiscuous
Division	\([a \div b] = [a] \div [b]\)	anything goes	promiscuous
Addition	\([a + b] = [a]\)	\([a] = [b]\)	monogomous
Subtraction	\([a - b] = [a]\)	\([a] = [b]\)	monogomous
Trigonometric	\([\sin(a)] = [1]\)	\([a] = [1]\)	celibate
Exponential	\([e^a] = [1]\)	\([a] = [1]\) (of course, \([e] = [1]\))	celibate
Power-law	\([b ^ a] = \underbrace{[b]\times[b]\times ...\times [b]}_{a\ \ \text{times}}\)	\([a] = [1]\) with \(a\) an integer	exponent celibate
Square root	\([\sqrt{b}] = [c]\)	\([b] = [c\times c]\)	idiosyncratic
Cube root	\([\sqrt[3]{b}] = [c]\)	\([b] = [c \times c \times c]\)	idiosyncratic
Hump	\([\text{hump}(a)] = [1]\)	\([a] = [1]\)	celibate
Sigmoidal	\([\text{sigmoid}(a)] = [1]\)	\([a] = [1]\)	celibate

16.4 Example: Dimensional analysis

We want to relate the period (in T) of a pendulum to it’s length and mass. Acceleration due to gravity also plays a role; that has dimension \(\text{L}\cdot \text{T}^{-2}\). For simplicity, we’ll assume that only the bob at the end of the pendulum cable or rod has mass. 1750

The analysis strategy is to combine the four quantities we think play a role into one total quantity that is dimensionless. Since it is dimensionless, it can be constant regardless of the mass, length, period, gravity of each individual situation.

\[\text{[Period]}^a \cdot \text{[Mass]}^b \cdot \text{[Length]}^c \cdot \text{[Gravity]}^d = T^a \cdot M^b \cdot L^c \cdot L^d \cdot T^{-2d} = [1]\] To be dimensionless:

• \(c = -d\), cancel out the L
• \(a = 2d\), cancel out the T
• \(b=0\), there’s no other mass term, and we need to cancel out the M

All of the exponents can be put in terms of \(d\). That doesn’t tell us what \(d\) should be, but whatever value for \(d\) we decide to choose, we get a ratio that’s equivalent to:

\[ \frac{[\text{Gravity}]\cdot [\text{Period}]^2}{[\text{Length}]} = [1]\]

This is a relationship between dimensions of quantities. To render it into a formula involving the quantities themselves we need to take into account the units.

\[ \frac{\text{Gravity}\cdot \text{Period}^2}{\text{Length}} = B\]

We can experimentally determine the numerical value of the dimensionless constant \(B\) by measuring the period and length of a pendulum and (on Earth) recognizing that gravitational acceleration on Earth’s surface is 9.8 meters-per-second-squared. Such experiment and mathematical models using differential equations give \(B = (2\pi)^2\).

16.5 Conversion: Flavors of 1

Numbers are dimensionless but not necessarily unitless. Failure to accept this distinction is one of the prime reasons people have trouble figuring out how to convert from one unit to another. 1760

The number one is a favorite of elementary school students because its multiplication and division tables are completely simple. Anything times one, or anything divided by one, is simply that thing. Addition and subtraction are pretty simple, too, a matter of counting up or down.

When it comes to quantities, there’s not just one one but many. And often they look nothing like the numeral 1. Some examples of 1 as a quantity:

• \(\frac{180}{\pi} \frac{\text{degrees}}{\text{radians}}\)

• \(0.621371 \frac{\text{mile}}{\text{kilometer}}\)

• \(3.78541 \frac{\text{liter}}{\text{gallon}}\)

• \(\frac{9}{5} \frac{^\circ F}{^\circ C}\)

• \(\frac{1}{12} \frac{\text{dozen}}{\text{item}}\)

I like to call these and others different flavors of one.

In every one of the above examples, the dimension of the numerator matches the dimension of the denominator. The same is true when comparing feet and meters ([feet / meter] is L/L = [1]), or comparing cups and pints ([cups / pint] is \(\text{L}^3/\text{L}^3 = [1]\)) or comparing miles per hour and feet per second ([miles/hour / ft per sec] = L/T / L/T = [1]). Each of these quantities has units but it has no dimension.

It’s helpful to think about conversion between units as a matter of multiplying by the appropriate flavor of 1. Such conversion will not change the dimension of the quantity but will render it in new units.

Example: Convert 100 feet-per-second into miles-per-hour. First, write the quantity to be converted as a fraction and alongside it, write the desired units after the conversion. In this case that will be \[100 \frac{\text{feet}}{\text{second}} \ \ \ \text{into} \ \ \ \frac{\text{miles}}{\text{hour}}\]

First, we’ll change feet into miles. This can be accomplished by multiplying by the flavor of one that has units miles-per-foot. Second, we’ll change seconds into hours. Again, a flavor of 1 is involved.

What number will give a flavor of one? One mile is 5280 feet, so \[\frac{1}{5280} \frac{\text{miles}}{\text{foot}}\] is a flavor of one.

Next, we need a flavor of one that will turn \(\frac{1}{\text{second}}\) into \(\frac{\text{1}}{\text{hour}}\). We can make use of a minute being 60 seconds, and an hour being 60 minutes. \[\underbrace{\frac{60\ \text{s}}{\text{minute}}}_\text{flavor of 1}\ \underbrace{\frac{60\ \text{minutes}}{\text{hour}}}_\text{flavor of 1} = \underbrace{3600\frac{\text{s}}{ \text{hour}}}_\text{flavor of 1}\]

Multiplying our carefully selected flavors of one by the initial quantity, we get \[ \underbrace{\frac{1}{5280} \frac{\text{mile}}{\text{foot}}}_\text{flavor of 1} \times \underbrace{3600 \frac{\text{s}}{\text{hour}}}_\text{flavor of 1} \times \underbrace{100 \frac{\text{feet}}{\text{s}}}_\text{original quantity} = 100 \frac{3600}{5280} \frac{\text{miles}}{\text{hour}} = 68.18 \frac{\text{miles}}{\text{hour}}\]

16.6 Dimensions and linear combinations

Low-order polynomials are a useful way of constructing model functions. For instance, suppose we want a model of the yield of corn in a field per inch of rain over the growing season, will call it corn(rain). The output will have units of bushels (of corn). The input will have units of inches (of rain). A second-order polynomial will be appropriate for reasons to be discussed in Chapter 23. 1770

\[\text{corn(rain)} \equiv a_0 + a_1\, \text{rain} + \frac{1}{2} a_2\, \text{rain}^2\] Of course, the addition in the linear combination will only make sense if all three terms \(a_0\), \(a_1\,\text{rain}\), and \(\frac{1}{2}\, a_2\, \text{rain}^2/2\) have the same dimension. But clearly \([\text{rain}] \neq [\text{rain}^2]\). In order for things to work out, the coefficients must themselves have dimension. We know the output of the function will have dimension \([\text{volume}] = \text{L}^3\). Thus, \([a_0] = \text{L}^3\).

\([a_1]\) must be different, because it has to combine with the \([\text{rain}] = \text{L}\) and produce \(\text{L}^3\). Thus, \([a_1] = \text{L}^2\).

Finally, \([a_2] = \text{L}\). Multiplying that by \([\text{rain}]^2\) will give the required \(\text{L}^3\)

In everyday communication as well as in most domains such as construction, geography, navigation, and astronomy we measure angles in degrees. 90 degrees is a right angle. But in mathematics, the unit of angle is radians where a right angle is 1.5708 radians. (1.5708 is the decimal version of \(\pi/2\).) The conversion function, which we’ll call raddeg(), is \[\text{raddeg}(r) \equiv \frac{180}{\pi} r\] The function that converts degrees to radians, which we’ll call degrad() is very similar: \[\text{degrad}(d) \equiv \frac{\pi}{180} d\] (Incidentally, \(\frac{180}{\pi} = 57.296\) while \(\frac{\pi}{180} = 0.017453\).)

In traditional notation, the trigonometric functions such as \(\sin()\) and \(\tan()\) can be written with an argument either in degrees or radians. For instance, \(\sin(90^\circ) = \sin\left(\frac{\pi}{2}\right)\). Similarly, for the inverse functions like \(\arccos()\) the units of the output are not specified. This works because there is always a human to intervene between the written expression and the eventual computation.

In R, as in many other computer languages like Python or spreadsheet packages, there is no valid expression like sin(90 deg). In these languages, 90 deg is not a valid expression (although it might be good if it were valid!). In these and many other languages, angles are always given in radians. Such consistency is admirable, but people are not always so consistent. It is a common source of computer bugs that angles in degrees are handed off to functions like \(\sin()\) and that the output of \(\arccos()\) is (wrongly) interpreted as degrees rather than radians. 1780

Function composition to the rescue!

Consider this function given in the Wikipedia article on the position of the sun as seen from Earth.²⁴ \[\delta_\odot(n) \equiv - 23.44^\circ \cdot \cos \left [ \frac{360^\circ}{365\, \text{days}} \cdot \left ( n + 10 \right ) \right ]\] Where \(n\) is zero at the midnight marking New Years and increases by 1 per day. (The \(n+10\) has units of days and translates New Years back 10 days, to the day of the winter solstice.) \(\delta_\odot()\) gives the declination of the sun: the latitude pieced by an imagined line connecting the centers of the earth and the sun.

The Wikipedia formula is well written in that it uses some familiar numbers to help the reader see where the formula comes from. 365 is recognizably the length of the year in days. \(360^\circ\) is the angle traversed when making a full cycle around a circle. \(23.44^\circ\) is less familiar, but the student of geography might recognize it as the latitude of the Tropic of Cancer, the latitude farthest north where the sun is directly overhead at noon (on the day of the summer solstice).

But there’s a world of trouble for programmer who implements the formula as

dec_sun <- makeFun(-23.44 * cos((360/365)*(n+10)) ~ n)

For instance, the equinoxes are around March 21 (n=81) and Sept 21 (n=264). On an equinox, the delination of the sun is zero degrees. But let’s plug \(n=81\) and \(n=264\) into the formula and see what we get.

dec_sun(81)

## [1] 5.070321

dec_sun(264)

## [1] -23.38324

The equinoxes aren’t even equal! And they are not close to zero. Does this mean astronomy is wrong?

The Wikipedia formula should have been programmed this way, using 2 \(\pi\) radians instead of 360 degrees in the argument to the cosine function:

dec_sun_right <- makeFun(-23.44 * cos(( 2*pi / 365)*(n+10)) ~ n)
dec_sun_right(81)

## [1] -0.1008749

dec_sun_right(264)

## [1] -0.1008749

The deviation of one-tenth of a degree reflects rounding off the time of the equinox to the nearest day.

16.7 Exercises

Exercise 16.1: mHACgC

You are designing a pendulum for a planned joint NASA/ESA mission to Mars. From the orbital period and radius of Mars, its mass is known. From the mass and the observed diameter of the planet, gravitational acceleration at the surface is calculated as 3.721 m/s\(^2\). According to Section 16.4, the period is \(\text{Period} = 2 \pi \sqrt{\frac{\text{Length}}{\text{Gravity}}}\).

The length of your pendulum is 3 feet.

What will be the period of your pendulum when it eventually gets to Mars? (Hint: Don't make the mistake of the engineers working on the [Mars Polar Lander](https://en.wikipedia.org/wiki/Mars_Polar_Lander) and forget to resolve the different units of length presented in the problem.) 



( )  1.3 seconds
( )  1.9 seconds
(x )  3.1 seconds
( )  9.1 seconds

[[Excellent!]]

What is the period of your pendulum on Earth? 



( )  1.3 seconds
(x )  1.9 seconds
( )  3.1 seconds
( )  9.1 seconds

[[Right!]]

Exercise 16.2: UGDKY

For each mathematical operation, identify the operation as valid or invalid according to the rules of dimensional arithmetic.

In this formula $$$\frac{8 \text{m} - 2.5 \text{km}}{2 \text{min} - 32 \text{s}}$$$ choose which rule (if any) is violated. 



( )  Addition or Subtraction rule
( )  Multiplication  or Division rule
( )  Exponential
(x )  It's valid. No rules are violated.

[[Nice!]]

In this formula $$$\frac{3 \text{g} \times 2 \text{m}}{3 \text{km}^2}$$$ choose which rule (if any) is violated. 



( )  Addition or Subtraction rule
( )  Multiplication  or Division rule
( )  Exponential
(x )  It's valid. No rules are violated.

[[Right!]]

For this formula $$$10^{\frac{4 \text{hr}}{3 \text{g}}}$$$ choose which rule (if any) is violated. 



( )  Addition or Subtraction rule
( )  Multiplication  or Division rule
(x )  Exponential
( )  It's valid. No rules are violated.

[[The  exponent is 4 ft /  3 g, which  has dimension L / M.  Exponents must *always* have dimension [1].]]

In this formula $$$6^{\frac{2 \text{hr}}{3 \text{min}}}$$$choose which rule (if any) is violated. 



( )  Addition or Subtraction rule
( )  Multiplication  or Division rule
( )  Exponential
(x )  It's valid. No rules are violated.

[[Correct.]]

In this formula $$$5 \text{g} \times 3 \text{kg} - 7 \text{lbs}$$$ choose which rule (if any) is violated. 



(x )  Addition or Subtraction rule
( )  Multiplication  or Division rule
( )  Exponential
( )  It's valid. No rules are violated.

[[You can't subtract M from M$$^2$$. (Strictly speaking, lbs has dimension of force, $$M L^2 / T^2$$, but you can't subtract force from M$$^2$$ either.]]

In this formula $$$\sqrt[3]{8 m^3 + 27 \text{ft}^2}$$$ choose which rule (if any) is violated. 



(x )  Addition or Subtraction rule
( )  Multiplication  or Division rule
( )  Exponential
( )  It's valid. No rules are violated.

[[You can't add L$$^3$$ to L$$^2$$.]]

Exercise 16.3: DVGKY

The dimension of $$t$$ is T,  that is, $$[t] = T$$. What must the dimension of $$k$$ be in $$e^{kt}$$ for the operation  to make sense? 



( )  [1]
(x )  T$$^{-1}$$
( )  T
( )  None of the above

[[Right, [k] needs to cancel out [t] so that the exponention is valid.]]

What must the dimension of $$c$$ for the arithmetic operation $$1 + c \cdot 2^{k\,t}$$  to make sense? 



(x )  [1]
( )  T$$^{-1}$$
( )  T
( )  Depends on the dimension of  $$2^{kt}$$

[[Right.  You're going to  have to add $$c \cdot 2^{kt}$$ to 1. Since $$[k\,t] = [1]$$, $$c$$ also needs to be dimensionless.]]

Exercise 16.4: KGYKY

The surface area \(S\) of a mammal is reasonably well approximated by the function \[S(M) \equiv k M^{2/3}\] where \(M\) is the body mass (in kg) and the constant \(k\) depends on the particular species under consideration.

Note that \(M^{2/3}\) is not an allowed arithmetic operation. \([M] = \text{mass}\), and mass, like any other dimension, cannot be raised to a non-integer power. More properly, the expression should be written \[\left(\frac{M}{1\ kg}\right)^{2/3}\] The division by “1 kg” renders dimensionless the quantity in the parentheses: \[\left[\frac{M}{1\ kg}\right] = 1\] In order to render the quantity both dimensionless and unitless, \(M\) should be specified in kg. The usual practice is to skip the “1 kg” business and simply say, “Where \(M\) is in kg.” You will see such notation frequently in your career and should take care to use the indicated units.

You’ll need to open a computing sandbox to do the calculations.

Consider a baby and an adult. The adult's mass is $$8$$ times greater than the baby's. Then the adult's surface area is ...? 



( )  The same as the baby's
( )  1.5 times of the baby's
(x )  4 times the baby's
( )  8 times the baby's

[[Good.]]

Consider a human of body mass 70 kg with a skin surface area of 18,600 cm^2^. Which of the following units for the constant of proportionality $$k$$ is correct? 



( )  cm$$^2$$ kg$$^{-2/3}$$
(x )  cm$$^2$$
( )  cm$$^2$$ kg$$^{2/3}$$
( )  kg$$^{-1}$$

[[Excellent!]]

In the units of part (B), which value is $$k$$ closest to? 



( )  1
( )  10
( )  100
(x )  1000

[[Right!]]

The numerical value of the constant \(k\) changes depending on what units you want to express it in. The value you found in part (C) works for masses stated in kg and skin areas in cm\(^2\).

Suppose you want to figure out a value of \(k'\) that you can use in the formula for people who are used to talking about skin area in square inches and mass in pounds. The units of \(k\) are cm\(^2\), and we want the units of \(k'\) to be in\(^2\). That part is easy: just multiply \(k\) by two flavors of one to change the units from cm to inches, like this:

\[k' = k\ \underbrace{\frac{\text{in}}{2.6 \text{cm}}}_\text{flavor of 1}\ \underbrace{\frac{\text{in}}{2.6 \text{cm}}}_\text{flavor of 1} = \frac{k}{2.6^2}\] where the flavor of 1 reflects that 1 inch is 2.6 cm.

But this is not the whole story. We have to be very careful in dealing with the \(\left(\frac{M}{1 kg}\right)^{2/3}\). Translated to pounds, \(M = 70\ \text{kg} = 154\ \text{lbs}\), since, in the rough-and-ready way everyday people express themselves, 1 kg \(\approx\) 2.2 lbs.²⁵

Plugging in \(M=154\) lbs makes the power-law part of the formula for skin area \[\left(\frac{154\ \text{lbs}}{1\ \text{kg}}\right)^{2/3}\] You can’t take (pounds)\(^{2/3}\) or (kg)\(^{2/3}\); you won’t get a sensible unit in either case. But [pounds/kg] = [1], so taking the two-thirds power of the ratio is perfectly legitimate.

Still, there’s a problem. Multiplying \(k\ 154^{2/3} (\text{lbs}/\text{kg})^{2/3}\) has the right dimension, but strange-looking units that have nothing to do with skin area.

The resolution to this paradox is to multiply \(\frac{154\ \text{lbs}}{1\ \text{kg}}\) by an appropriate flavor of 1 to render the dimensionless quantity unitless as well as dimensionless. This flavor will be \(\frac{1 \text{kg}}{2.2 lbs}\), giving a formula for skin area in square inches:

Optional challenge) Assuming that $$k = 1000 \text{cm}^2$$ when specifying mass in kilograms, what should be the numerical value of $$k'$$ in square-inches that should be used when body mass is given in pounds? 



( )  8.7
(x )  87
( )  870
( )  8700
( )  87000

[[Nice!]]

Exercise 16.5: JELCI

The “Energy-maneuverability Theory” (E-M) of aircraft performance was developed by renowned fighter pilot Col John Boyd and mathematician Thomas Christie in the 1960s. The theory posits that the available maneuverability of an aircraft is closely related to its specific energy \(E_s\), that is, the kinetic plus potential energy of the aircraft divided by aircraft weight. To be highly maneuverable, an aircraft must be able to change it’s specific energy rapidly in time. Let’s call this ability the specific power (that is, power divided by mass), \(P_s\). An aircraft with large \(P_s\) is more maneuverable than one with small \(P_s\).

An important formula in E-M Theory is \[P_s = \frac{T - D}{W} V\] where \(T\) is aircraft thrust, \(D\) is drag, \(W\) is weight, and \(V\) is velocity. \((T-D)\), thrust minus drag, is the net forward force on the aircraft.

Recall these facts about the dimension of physical quantities:

• Velocity has dimension \(L^1 T^{-1}\) (e.g. meters per second)

• Acceleration has dimension \(L^1 T^{-2} =\) [Velocity] \(\times\ T^{-1}\) (e.g. meters per second-squared)

• Force has dimension \(M \times\ \) Acceleration

• Energy has dimension [Force] \(\times\ L\)

• Power has dimension [Energy] \(\times\ T^{-1}\).

Which of the following is a correct dimensional formulation of power? 



(x )  [Force][Velocity]
( )  [Energy][Velocity]
( )  [Force] / [Velocity]
( )  [Energy] / [Velocity]

[[Good.]]

What is the dimension of $$P_s$$ in E-M Theory? 



(x )  [Power] $$\times\ M^{-1}$$
( )  [Force] $$\times$$ [Acceleration]
( )  [Force] $$\times$$ [Velocity]
( )  [Power]

[[In other words, specific power, that is, power per mass.]]

Exercise 16.6: aNEcW1

Newton’s law of universal gravitation—also known as the inverse square law—is generally written \[F = G \frac{m_1\ m_2}{r^2} .\] \(m_1\) and \(m_2\) are the masses of the two objects (say, Earth and Sun). \(r\) is the distance between the two objects (about 150,000,000 km). \(F\) is the gravitational force and \(G\) is a fixed quantity called the “gravitational constant.”

Of course, you already know the dimension of force, mass, and distance.

What is the dimension of the gravitational constant, $$G$$? 



(x )  $$L^3\ M^{-1}\ T^{-2}$$
( )  $$L^2\ M^{-2}$$
( )  $$L^2\ M^{2}\ T^{-2}$$
( )  $$L^2\ M^{-2}\ T^{-2}$$

[[Excellent!]]

The quantity $$G$$ is $$6.674 \times 10^{−11}$$ when $$L$$ is in meters, $$M$$ is in kilograms, and $$T$$ in seconds. What is the gravitational force between Earth (mass $$6 \times 10^{24}$$ kg) and Sun (mass $$2\times 10^{30}$$ kg) ? 



(x )  $$3.6 \times 10^{28}$$ Newtons
( )  $$3.6 \times 10^{31}$$ meters
( )  $$3.6 \times 10^{28}$$ meters per second-squared
( )  $$3.6 \times 10^{31}$$ meter seconds per kg

[[Correct.]]

Exercise 16.7: VA9Dxi

In this book, we are parameterizing the sinusoid using the period \(P\), the duration a cycle. In many settings, such as communications engineering and physics, it is preferable to parameterize in terms of the frequency, often written with the Greek letter \(\omega\) (“omega”).

Here’s the relationship: \[\sin\left(\frac{2\pi}{P} t\right) = \sin(2\pi \omega t)\]

When the input quantity $$t$$ represents time, it has dimension T. The period P has the same dimension so that the overall argument to $$\sin()$$ is dimensionless, as required. What is the dimension of $$\omega$$? 



( )  T
( )  T$$^2$$
(x )  T$$^{-1}$$
( )  T$$^{-2}$$

[[Excellent!]]

In an earlier exercise, we looked at human breathing. The period of a breathing cycle differs from hour to hour and from person to person. (It’s also somewhat, but not completely, under conscious control.) A reasonable scale for the period of normal human breathing is 3 seconds.

Given a respiratory period of 3 seconds/breath, what is the respiratory **frequency** in units of breaths/minute? 



(x )  20 breaths/minute
( )  3 breaths/minute
( )  1/3 breath per minute
( )  20 seconds per breath

[[Right. Each breath takes 1/20th of a minute, which is 3 seconds, the period specified in the question.]]