Scientific notation
In many disciplines of science and engineering, very large and
very small numerical quantities must be managed. Some of these
quantities are mind-boggling in their size, either extremely small
or extremely large. Take for example the mass of a proton, one of
the constituent particles of an atom's nucleus:
Proton mass = 0.00000000000000000000000167 grams
Or, consider the number of electrons passing by a point in a
circuit every second with a steady electric current of 1 amp:
1 amp = 6,250,000,000,000,000,000 electrons per second
A lot of zeros, isn't it? Obviously, it can get quite confusing
to have to handle so many zero digits in numbers such as this, even
with the help of calculators and computers.
Take note of those two numbers and of the relative sparsity of
non-zero digits in them. For the mass of the proton, all we have is
a "167" preceded by 23 zeros before the decimal point. For the
number of electrons per second in 1 amp, we have "625" followed by
16 zeros. We call the span of non-zero digits (from first to last),
plus any zero digits not merely used for placeholding, the
"significant digits" of any number.
The significant digits in a real-world measurement are typically
reflective of the accuracy of that measurement. For example, if we
were to say that a car weighs 3,000 pounds, we probably don't mean
that the car in question weighs exactly 3,000 pounds, but
that we've rounded its weight to a value more convenient to say and
remember. That rounded figure of 3,000 has only one significant
digit: the "3" in front -- the zeros merely serve as placeholders.
However, if we were to say that the car weighed 3,005 pounds, the
fact that the weight is not rounded to the nearest thousand pounds
tells us that the two zeros in the middle aren't just placeholders,
but that all four digits of the number "3,005" are significant to
its representative accuracy. Thus, the number "3,005" is said to
have four significant figures.
In like manner, numbers with many zero digits are not necessarily
representative of a real-world quantity all the way to the decimal
point. When this is known to be the case, such a number can be
written in a kind of mathematical "shorthand" to make it easier to
deal with. This "shorthand" is called scientific notation.
With scientific notation, a number is written by representing its
significant digits as a quantity between 1 and 10 (or -1 and -10,
for negative numbers), and the "placeholder" zeros are accounted for
by a power-of-ten multiplier. For example:
1 amp = 6,250,000,000,000,000,000 electrons per second
. . . can be expressed as . . .
1 amp = 6.25 x 1018 electrons per second
10 to the 18th power (1018) means 10 multiplied by
itself 18 times, or a "1" followed by 18 zeros. Multiplied by 6.25,
it looks like "625" followed by 16 zeros (take 6.25 and skip the
decimal point 18 places to the right). The advantages of scientific
notation are obvious: the number isn't as unwieldy when written on
paper, and the significant digits are plain to identify.
But what about very small numbers, like the mass of the proton in
grams? We can still use scientific notation, except with a negative
power-of-ten instead of a positive one, to shift the decimal point
to the left instead of to the right:
Proton mass = 0.00000000000000000000000167 grams
. . . can be expressed as . . .
Proton mass = 1.67 x 10-24 grams
10 to the -24th power (10-24) means the inverse (1/x)
of 10 multiplied by itself 24 times, or a "1" preceded by a decimal
point and 23 zeros. Multiplied by 1.67, it looks like "167" preceded
by a decimal point and 23 zeros. Just as in the case with the very
large number, it is a lot easier for a human being to deal with this
"shorthand" notation. As with the prior case, the significant digits
in this quantity are clearly expressed.
Because the significant digits are represented "on their own,"
away from the power-of-ten multiplier, it is easy to show a level of
precision even when the number looks round. Taking our 3,000 pound
car example, we could express the rounded number of 3,000 in
scientific notation as such:
car weight = 3 x 103 pounds
If the car actually weighed 3,005 pounds (accurate to the nearest
pound) and we wanted to be able to express that full accuracy of
measurement, the scientific notation figure could be written like
this:
car weight = 3.005 x 103 pounds
However, what if the car actually did weight 3,000 pounds,
exactly (to the nearest pound)? If we were to write its weight in
"normal" form (3,000 lbs), it wouldn't necessarily be clear that
this number was indeed accurate to the nearest pound and not just
rounded to the nearest thousand pounds, or to the nearest hundred
pounds, or to the nearest ten pounds. Scientific notation, on the
other hand, allows us to show that all four digits are significant
with no misunderstanding:
car weight = 3.000 x 103 pounds
Since there would be no point in adding extra zeros to the right
of the decimal point (placeholding zeros being unnecessary with
scientific notation), we know those zeros must be significant
to the precision of the figure.
Arithmetic with scientific notation
The benefits of scientific notation do not end with ease of
writing and expression of accuracy. Such notation also lends itself
well to mathematical problems of multiplication and division. Let's
say we wanted to know how many electrons would flow past a point in
a circuit carrying 1 amp of electric current in 25 seconds. If we
know the number of electrons per second in the circuit (which we
do), then all we need to do is multiply that quantity by the number
of seconds (25) to arrive at an answer of total electrons:
(6,250,000,000,000,000,000 electrons per second) x (25 seconds) =
156,250,000,000,000,000,000 electrons passing by in 25 seconds
Using scientific notation, we can write the problem like this:
(6.25 x 1018 electrons per second) x (25 seconds)
If we take the "6.25" and multiply it by 25, we get 156.25. So,
the answer could be written as:
156.25 x 1018 electrons
However, if we want to hold to standard convention for scientific
notation, we must represent the significant digits as a number
between 1 and 10. In this case, we'd say "1.5625" multiplied by some
power-of-ten. To obtain 1.5625 from 156.25, we have to skip the
decimal point two places to the left. To compensate for this without
changing the value of the number, we have to raise our power by two
notches (10 to the 20th power instead of 10 to the 18th):
1.5625 x 1020 electrons
What if we wanted to see how many electrons would pass by in
3,600 seconds (1 hour)? To make our job easier, we could put the
time in scientific notation as well:
(6.25 x 1018 electrons per second) x (3.6 x 103
seconds)
To multiply, we must take the two significant sets of digits
(6.25 and 3.6) and multiply them together; and we need to take the
two powers-of-ten and multiply them together. Taking 6.25 times 3.6,
we get 22.5. Taking 1018 times 103, we get 1021
(exponents with common base numbers add). So, the answer is:
22.5 x 1021 electrons
. . . or more properly . . .
2.25 x 1022 electrons
To illustrate how division works with scientific notation, we
could figure that last problem "backwards" to find out how long it
would take for that many electrons to pass by at a current of 1 amp:
(2.25 x 1022 electrons) / (6.25 x 1018
electrons per second)
Just as in multiplication, we can handle the significant digits
and powers-of-ten in separate steps (remember that you subtract the
exponents of divided powers-of-ten):
(2.25 / 6.25) x (1022 / 1018)
And the answer is: 0.36 x 104, or 3.6 x 103,
seconds. You can see that we arrived at the same quantity of time
(3600 seconds). Now, you may be wondering what the point of all this
is when we have electronic calculators that can handle the math
automatically. Well, back in the days of scientists and engineers
using "slide rule" analog computers, these techniques were
indispensable. The "hard" arithmetic (dealing with the significant
digit figures) would be performed with the slide rule while the
powers-of-ten could be figured without any help at all, being
nothing more than simple addition and subtraction.
- REVIEW:
- Significant digits are representative of the real-world
accuracy of a number.
- Scientific notation is a "shorthand" method to represent very
large and very small numbers in easily-handled form.
- When multiplying two numbers in scientific notation, you can
multiply the two significant digit figures and arrive at a
power-of-ten by adding exponents.
- When dividing two numbers in scientific notation, you can
divide the two significant digit figures and arrive at a
power-of-ten by subtracting exponents.
Metric notation
The metric system, besides being a collection of measurement
units for all sorts of physical quantities, is structured around the
concept of scientific notation. The primary difference is that the
powers-of-ten are represented with alphabetical prefixes instead of
by literal powers-of-ten. The following number line shows some of
the more common prefixes and their respective powers-of-ten:
Looking at this scale, we can see that 2.5 Gigabytes would mean
2.5 x 109 bytes, or 2.5 billion bytes. Likewise, 3.21
picoamps would mean 3.21 x 10-12 amps, or 3.21
1/trillionths of an amp.
Other metric prefixes exist to symbolize powers of ten for
extremely small and extremely large multipliers. On the extremely
small end of the spectrum, femto (f) = 10-15,
atto (a) = 10-18, zepto (z) = 10-21,
and yocto (y) = 10-24. On the extremely large end
of the spectrum, Peta (P) = 1015, Exa (E) =
1018, Zetta (Z) = 1021, and Yotta
(Y) = 1024.
Because the major prefixes in the metric system refer to powers
of 10 that are multiples of 3 (from "kilo" on up, and from "milli"
on down), metric notation differs from regular scientific notation
in that the significant digits can be anywhere between 1 and 1000,
depending on which prefix is chosen. For example, if a laboratory
sample weighs 0.000267 grams, scientific notation and metric
notation would express it differently:
2.67 x 10-4 grams (scientific notation)
267 µgrams (metric notation)
The same figure may also be expressed as 0.267 milligrams (0.267
mg), although it is usually more common to see the significant
digits represented as a figure greater than 1.
In recent years a new style of metric notation for electric
quantities has emerged which seeks to avoid the use of the decimal
point. Since decimal points (".") are easily misread and/or "lost"
due to poor print quality, quantities such as 4.7 k may be mistaken
for 47 k. The new notation replaces the decimal point with the
metric prefix character, so that "4.7 k" is printed instead as
"4k7". Our last figure from the prior example, "0.267 m", would be
expressed in the new notation as "0m267".
- REVIEW:
- The metric system of notation uses alphabetical prefixes to
represent certain powers-of-ten instead of the lengthier
scientific notation.
Metric prefix conversions
To express a quantity in a different metric prefix that what it
was originally given, all we need to do is skip the decimal point to
the right or to the left as needed. Notice that the metric prefix
"number line" in the previous section was laid out from larger to
smaller, right to left. This layout was purposely chosen to make it
easier to remember which direction you need to skip the decimal
point for any given conversion.
Example problem: express 0.000023 amps in terms of microamps.
0.000023 amps (has no prefix, just plain unit of amps)
From UNITS to micro on the number line is 6 places (powers of
ten) to the right, so we need to skip the decimal point 6 places to
the right:
0.000023 amps = 23. , or 23 microamps (µA)
Example problem: express 304,212 volts in terms of kilovolts.
304,212 volts (has no prefix, just plain unit of volts)
From the (none) place to kilo place on the number
line is 3 places (powers of ten) to the left, so we need to skip the
decimal point 3 places to the left:
304,212. = 304.212 kilovolts (kV)
Example problem: express 50.3 Mega-ohms in terms of milli-ohms.
50.3 M ohms (mega = 106)
From mega to milli is 9 places (powers of ten) to the right (from
10 to the 6th power to 10 to the -3rd power), so we need to skip the
decimal point 9 places to the right:
50.3 M ohms = 50,300,000,000 milli-ohms (mΩ)
- REVIEW:
- Follow the metric prefix number line to know which direction
you skip the decimal point for conversion purposes.
- A number with no decimal point shown has an implicit decimal
point to the immediate right of the furthest right digit (i.e. for
the number 436 the decimal point is to the right of the 6, as
such: 436.)
Hand calculator use
To enter numbers in scientific notation into a hand calculator,
there is usually a button marked "E" or "EE" used to enter the
correct power of ten. For example, to enter the mass of a proton in
grams (1.67 x 10-24 grams) into a hand calculator, I
would enter the following keystrokes:
[1] [.] [6] [7] [EE] [2] [4] [+/-]
The [+/-] keystroke changes the sign of the power (24) into a
-24. Some calculators allow the use of the subtraction key [-] to do
this, but I prefer the "change sign" [+/-] key because it's more
consistent with the use of that key in other contexts.
If I wanted to enter a negative number in scientific notation
into a hand calculator, I would have to be careful how I used the
[+/-] key, lest I change the sign of the power and not the
significant digit value. Pay attention to this example:
Number to be entered: -3.221 x 10-15:
[3] [.] [2] [2] [1] [+/-] [EE] [1] [5] [+/-]
The first [+/-] keystroke changes the entry from 3.221 to -3.221;
the second [+/-] keystroke changes the power from 15 to -15.
Displaying metric and scientific notation on a hand calculator is
a different matter. It involves changing the display option from the
normal "fixed" decimal point mode to the "scientific" or
"engineering" mode. Your calculator manual will tell you how to set
each display mode.
These display modes tell the calculator how to represent any
number on the numerical readout. The actual value of the number is
not affected in any way by the choice of display modes -- only how
the number appears to the calculator user. Likewise, the procedure
for entering numbers into the calculator does not change with
different display modes either. Powers of ten are usually
represented by a pair of digits in the upper-right hand corner of
the display, and are visible only in the "scientific" and
"engineering" modes.
The difference between "scientific" and "engineering" display
modes is the difference between scientific and metric notation. In
"scientific" mode, the power-of-ten display is set so that the main
number on the display is always a value between 1 and 10 (or -1 and
-10 for negative numbers). In "engineering" mode, the powers-of-ten
are set to display in multiples of 3, to represent the major metric
prefixes. All the user has to do is memorize a few prefix/power
combinations, and his or her calculator will be "speaking" metric!
POWER METRIC PREFIX
----- -------------
12 ......... Tera (T)
9 .......... Giga (G)
6 .......... Mega (M)
3 .......... Kilo (k)
0 .......... UNITS (plain)
-3 ......... milli (m)
-6 ......... micro (u)
-9 ......... nano (n)
-12 ........ pico (p)
- REVIEW:
- Use the [EE] key to enter powers of ten.
- Use "scientific" or "engineering" to display powers of ten, in
scientific or metric notation, respectively.
Scientific notation in SPICE
The SPICE circuit simulation computer program uses scientific
notation to display its output information, and can interpret both
scientific notation and metric prefixes in the circuit description
files. If you are going to be able to successfully interpret the
SPICE analyses throughout this book, you must be able to understand
the notation used to express variables of voltage, current, etc. in
the program.
Let's start with a very simple circuit composed of one voltage
source (a battery) and one resistor:
To simulate this circuit using SPICE, we first have to designate
node numbers for all the distinct points in the circuit, then list
the components along with their respective node numbers so the
computer knows which component is connected to which, and how. For a
circuit of this simplicity, the use of SPICE seems like overkill,
but it serves the purpose of demonstrating practical use of
scientific notation:
Typing out a circuit description file, or netlist, for
this circuit, we get this:
simple circuit
v1 1 0 dc 24
r1 1 0 5
.end
The line "v1 1 0 dc 24" describes the battery,
positioned between nodes 1 and 0, with a DC voltage of 24 volts. The
line "r1 1 0 5" describes the 5 Ω resistor placed between
nodes 1 and 0.
Using a computer to run a SPICE analysis on this circuit
description file, we get the following results:
node voltage
( 1) 24.0000
voltage source currents
name current
v1 -4.800E+00
total power dissipation 1.15E+02 watts
SPICE tells us that the voltage "at" node number 1 (actually,
this means the voltage between nodes 1 and 0, node 0 being the
default reference point for all voltage measurements) is equal to 24
volts. The current through battery "v1" is displayed as -4.800E+00
amps. This is SPICE's method of denoting scientific notation. What
it's really saying is "-4.800 x 100 amps," or simply
-4.800 amps. The negative value for current here is due to a quirk
in SPICE and does not indicate anything significant about the
circuit itself. The "total power dissipation" is given to us as
1.15E+02 watts, which means "1.15 x 102 watts," or 115
watts.
Let's modify our example circuit so that it has a 5 kΩ (5
kilo-ohm, or 5,000 ohm) resistor instead of a 5 Ω resistor and see
what happens.
Once again is our circuit description file, or "netlist:"
simple circuit
v1 1 0 dc 24
r1 1 0 5k
.end
The letter "k" following the number 5 on the resistor's line
tells SPICE that it is a figure of 5 kΩ, not 5 Ω. Let's see what
result we get when we run this through the computer:
node voltage
( 1) 24.0000
voltage source currents
name current
v1 -4.800E-03
total power dissipation 1.15E-01 watts
The battery voltage, of course, hasn't changed since the first
simulation: it's still at 24 volts. The circuit current, on the
other hand, is much less this time because we've made the resistor a
larger value, making it more difficult for electrons to flow. SPICE
tells us that the current this time is equal to -4.800E-03 amps, or
-4.800 x 10-3 amps. This is equivalent to taking the
number -4.8 and skipping the decimal point three places to the left.
Of course, if we recognize that 10-3 is the same as
the metric prefix "milli," we could write the figure as -4.8
milliamps, or -4.8 mA.
Looking at the "total power dissipation" given to us by SPICE on
this second simulation, we see that it is 1.15E-01 watts, or 1.15 x
10-1 watts. The power of -1 corresponds to the metric
prefix "deci," but generally we limit our use of metric prefixes in
electronics to those associated with powers of ten that are
multiples of three (ten to the power of . . . -12, -9, -6, -3, 3, 6,
9, 12, etc.). So, if we want to follow this convention, we must
express this power dissipation figure as 0.115 watts or 115
milliwatts (115 mW) rather than 1.15 deciwatts (1.15 dW).
Perhaps the easiest way to convert a figure from scientific
notation to common metric prefixes is with a scientific calculator
set to the "engineering" or "metric" display mode. Just set the
calculator for that display mode, type any scientific notation
figure into it using the proper keystrokes (see your owner's
manual), press the "equals" or "enter" key, and it should display
the same figure in engineering/metric notation.
Again, I'll be using SPICE as a method of demonstrating circuit
concepts throughout this book. Consequently, it is in your best
interest to understand scientific notation so you can easily
comprehend its output data format.
Contributors
Contributors to this chapter are listed in chronological order of
their contributions, from most recent to first. See Appendix 2
(Contributor List) for dates and contact information.
Jason Starck (June 2000): HTML document formatting, which
led to a much better-looking second edition.
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