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Dimensional Analysis Derives a Formula

15 min read3 ideas6 checks1 figure to playBy Asheshanand Acharya
What you will learn 0 / 3
Dimensional analysis derives a formula
Look around
A steel ball in a jar of oil

Drop a small steel ball bearing into a tall jar of thick oil in the school laboratory. After the first few millimetres it sinks at a slow, steady pace. The oil drags on the ball. The exact flow of oil round a sphere is hard mathematics, first solved by George Stokes in 1851. Yet a student can find the form of the drag in five minutes.

you will find how the drag on the ball depends on its size and speed, without solving the flow of the oil. You will also see which part only a full theory can give.

A formula from dimensions alone

Suppose you know which quantities a result depends on, but not the formula. The principle of homogeneity then limits the formula severely. Write the result as a pure number times a product of powers of those quantities. The dimensions of the two sides must be the same, and that fixes the powers. This method is called dimensional analysis.

Try it on a simple pendulum. Its period \(T\) might depend on the mass \(m\) of the bob, the length \(l\) of the string and the acceleration due to gravity \(g\). Write \(T = k\,m^al^bg^c\), with \(k\) a pure number. In the steps below the letter T in upright type is the dimension of time; the italic \(T\) is the period.

Deriving \(T = k\sqrt{l/g}\) step 1 of 6
1

\[ T = k\,m^{a}\,l^{b}\,g^{c} \]

Why. the period may depend on the mass of the bob, the length of the string and \(g\); \(k\) is a pure number.

RememberThe form assumed in dimensional analysis
\[ Q = k\,A^{a}\,B^{b}\,C^{c} \]
Holds whenwhen \(Q\) depends only on \(A\), \(B\) and \(C\), as a product of powers; with M, L and T, at most three unknown powers can be found. \(k\) is a pure number that the method cannot give.
Symbols\(Q\) the quantity sought, \(A\), \(B\), \(C\) the quantities it depends on, \(a\), \(b\), \(c\) unknown powers, \(k\) a pure number
Unitsthe powers are fixed by matching M, L and T on the two sides

The result says three things before any experiment. The period does not depend on the mass of the bob. It grows as the square root of the length, so four times the length gives twice the period. And a weaker gravity gives a longer period. Only the number \(k\) is left open. The figure below lets you time the pendulum and find that number.

What the period of a pendulum depends onA simple pendulum swings through a small angle. Two sliders set the length of the string from 0.25 to 2.25 metres and the mass of the bob from 0.1 to 1.0 kilogram, and two chips put the pendulum on the Earth, g = 9.8 metres per second squared, or on the Moon, g = 1.6. The readout gives the period T and the ratio of T to the square root of l over g. The period grows as the square root of the length: 1.00 second at 0.25 metre, 2.01 seconds at 1 metre and 3.01 seconds at 2.25 metres on the Earth. The mass changes nothing. The ratio is 6.28, which is 2 pi, in every setting.hinge = plate + circle + nailpendulum bob (eyelet touching) T = 2.01 s, m = 0.5 kg T ÷ √(l/g) = 6.28 l = 1.00 m, g = 9.8 m/s²
SimA simple pendulum swinging through a small angle. Move the sliders for the length and the mass, and use the chips to take it to the Moon. The upper readout gives the period. Four times the length gives twice the period, the mass changes nothing, and the second readout, \(T/\sqrt{l/g}\), stays at \(6.28 = 2\pi\) in every setting.

Every setting of the figure gives the same ratio, \(T/\sqrt{l/g} = 6.28\). That is the number \(2\pi\), fixed by timing real pendulums or by the full theory of simple harmonic motion. So \(T = 2\pi\sqrt{l/g}\), the formula of the chapter Dynamics of SHM.

CheckpointUnanswered

For a simple pendulum, dimensional analysis gives \(a = 0\) as the power of the mass of the bob. What does this mean?

CheckpointUnanswered

The period \(T\) of a block on a spring depends only on the mass \(m\) and the spring constant \(k_s\), whose dimensions are \(\text{MT}^{-2}\). What form must the period have?

Back to the ball in the oil

Now return to the phenomenon. The drag \(F\) on a slow sphere may depend on the viscosity \(\eta\) of the oil, the radius \(r\) and the speed \(v\). The viscosity has dimensions \(\text{ML}^{-1}\text{T}^{-1}\), as the chapter Viscosity shows. The example below follows the steps of the pendulum.

ExampleThis is Stokes' law of Viscosity, lesson 3, derived with the tool

Assume the drag on a small sphere moving slowly through a fluid is \(F = k\,\eta^ar^bv^c\). Find the powers. Then use Stokes' value \(k = 6\pi\) to find the drag on a sphere of radius \(1\,\text{mm}\) moving at \(0.1\,\text{m/s}\) through a liquid of viscosity \(0.1\,\text{Pa s}\).

Try it on paper first. The solution is one tap away when you are ready.

The phenomenon is answered. The drag grows in proportion to the radius and to the speed, and the viscosity multiplies both. Stokes needed the full theory of the flow only for the number \(6\pi\).

CheckpointUnanswered

The volume \(Q\) of liquid flowing each second through a narrow tube depends on three things. They are the pressure difference per unit length \(P/l\), the viscosity \(\eta\) and the radius \(r\). Dimensional analysis gives \(Q \propto (P/l)\,r^c/\eta\). What is \(c\)?

Converting a unit between systems

Carrying a unit from one system to another

The older CGS system measures length in centimetres, mass in grams and time in seconds. Its unit of force is the dyne and its unit of energy the erg. Dimensions convert such units in one line. A quantity is the same in both systems, so \(n_1u_1 = n_2u_2\). The unit of a quantity with dimensions \(\text{M}^a\text{L}^b\text{T}^c\) is \(M^aL^bT^c\) in the base units of its system.

RememberConverting a unit by its dimensions
\[ \begin{gathered} n_2 = n_1 \left(\dfrac{M_1}{M_2}\right)^{a} \\ \times \left(\dfrac{L_1}{L_2}\right)^{b} \left(\dfrac{T_1}{T_2}\right)^{c} \end{gathered} \]
Holds whenfor a quantity with dimensions \(\text{M}^a\text{L}^b\text{T}^c\); \(M_1\), \(L_1\), \(T_1\) and \(M_2\), \(L_2\), \(T_2\) are the base units of the two systems.
Symbols\(n_1\) the number in the first system, \(n_2\) the number in the second
Unitseach ratio is a pure number, such as \(1\,\text{kg}/1\,\text{g} = 1000\)

For the newton, \(a = 1\), \(b = 1\) and \(c = -2\). From SI to CGS, the mass ratio is \(1\,\text{kg}/1\,\text{g} = 10^3\), the length ratio \(1\,\text{m}/1\,\text{cm} = 10^2\), and the time ratio 1. So \(1\,\text{N} = 10^3 \times 10^2 = 10^5\,\text{dyne}\). For the joule the length ratio is squared: \(1\,\text{J} = 10^3 \times (10^2)^2 = 10^7\,\text{erg}\). For viscosity, \(\text{ML}^{-1}\text{T}^{-1}\), one poise is \(10^{-3} \times 10^{2} = 0.1\,\text{Pa s}\).

Checkpoint · numericUnanswered

The gravitational constant is \(G = 6.67 \times 10^{-11}\) in SI units, with dimensions \(\text{M}^{-1}\text{L}^3\text{T}^{-2}\). Its CGS value is \(a \times 10^{-8}\,\text{dyne cm}^2/\text{g}^2\). Enter \(a\).

× 10⁻⁸ CGS units± 2 %
CheckpointUnanswered

Castor oil has a viscosity of about \(10\,\text{poise}\). What is this in pascal seconds?

The limits of dimensional analysis

What the method cannot do

Dimensional analysis is fast, but it has firm limits. It never gives the pure number, such as the \(2\pi\) of the pendulum or the \(6\pi\) of Stokes. It works only for a product of powers, so it cannot build a sum such as \(s = ut + \tfrac12at^2\). It cannot find a sine, an exponential or a logarithm. In mechanics it has only three equations, one each for M, L and T, so at most three unknown powers can be found.

It also cannot tell apart two quantities with the same dimensions. Work and torque are both a force times a length, \(\text{ML}^2\text{T}^{-2}\). Yet work is an energy and torque is a turning effect, as Fig 5.1 shows. The same is true of pressure and energy per unit volume.

Work and torque have the same dimensionsLeft: a force of 20 newtons pushes a block 3 metres along the floor, in the direction of the force. The work done is 20 times 3, 60 newton metres, which is 60 joules of energy. Right: a force of 200 newtons pulls at right angles on the end of a spanner 0.3 metre long. The torque about the nut is 200 times 0.3, also 60 newton metres, but it is a turning effect, not an energy, and it is never written in joules. Both products have the dimensions M L squared T to the minus 2.hinge = plate + circle + nail F d F = 20 N, d = 3 m work = Fd = 60 N m = 60 J, an energy F = 200 N r = 0.3 m torque = Fr = 60 N m a turning effect
Fig 5.1Left, a force of 20 N pushes a block 3 m along its own direction: the work is 60 N m, or 60 J. Right, a force of 200 N pulls at right angles on a spanner 0.3 m long. The torque is also 60 N m, but it is never written in joules. Both have the dimensions \(\text{ML}^2\text{T}^{-2}\).
CheckpointUnanswered

Which of these relations could not be derived by dimensional analysis alone, even apart from a pure number?

Common mistake

The method trusts you to list every quantity that matters. Omit one, and the powers cannot be matched, or they are wrong. It also cannot see a dependence on a pure number. The angle of swing of a pendulum is dimensionless, so dimensions cannot say whether the period depends on it. In fact it does, a little, for swings much larger than about 15°.

Story · G. I. Taylor, 1950
The energy of a secret explosion

In 1945 the first atomic bomb was exploded in the desert of New Mexico. Its energy was a military secret. In 1947 photographs of the growing fireball were published, each with its time and a scale of length. The British physicist G. I. Taylor argued that the radius of the fireball could depend only on the energy, the time and the density of the air. Dimensions then fix the form, \(R \propto (Et^2/\rho)^{1/5}\). From the photographs he found an energy of about 17 kilotons of TNT. The secret value was about 20 kilotons.

In the world
Where this tool works in physics

Dimensional analysis gives the form of Stokes' law for a sphere in a fluid. It also checks the \(r^4\) of Poiseuille's law for flow through a narrow tube. The chapter Dynamics of SHM finds the period of a pendulum and of a spring. The waves chapter finds that a wave on a string travels at a speed proportional to \(\sqrt{T/\mu}\). The CGS values of \(G\), the dyne and the poise all follow from the conversion rule.

Exam traps
  1. Expecting dimensions to give the \(2\pi\) of the pendulum.
    Pure numbers have no dimensions, so the method is blind to them. Experiment or full theory supplies them.
  2. Leaving out a quantity that matters, such as \(g\) for the pendulum.
    List every quantity the result could depend on before matching powers.
  3. Converting the joule to ergs with the length ratio only once.
    Energy has \(\text{L}^2\), so the ratio 100 is squared: \(1\,\text{J} = 10^3 \times 10^4 = 10^7\,\text{erg}\).
  4. Using dimensional analysis for a sum such as \(v^2 = u^2 + 2as\).
    The method builds one product of powers. A sum of terms must come from the physics itself.

Where this tool works in the book

The physics that leans on this lesson. Each card opens the topic where the tool is at work.