One of the most fundamental aspects of rotating AC machinery is the
rotating magnetic field. In a
3 phase machine, there are 3 coils. Each
coil is connected to a phase, and therefore the magnetic field from each
coil is different in time. let
us consider 3 coils, all with a temporal phase shift (a phase shift in
time, brought about by the phase shift inherent in 3 phase power from
phase to phase) and all in the same plane, as in the drawing below:
All of the magnetic fields will be on the same axis.
Since there is no angle introduced by the coils, the only
difference in magnetic fields will be due to the temporal phase shift
introduced by the three phase power.
If we imagine that all of the magnetic fields produced by the coils
lie in the X-Y plane, or more specifically along the Y axis since each
coil will be in the X-Z plane, centered at the origin, and there is no
space between the coils (not physically possible, but it makes the math
easier.) The magnetic field
due to one coil can be written as:

The net magnetic field will be the result of the sum of each
magnetic field. This can be
expressed as:

The Cosine functions can be broken apart using the
trig identity:
Cos(a-b)=Cos(a)*Cos(b)+Sin(a)*Sin(b)
Thus the equation becomes:

Evaluating the Sines and Cosines gives us:

After evaluating the function, it is clear to see
that the net resulting field will be:

Thus the resulting magnetic field due to 3, 3-phase
coils all placed in the same plane will be zero.
However, if the 3 coils are rotated 120 degrees spatially from each
other, as in the picture below:
Then a new net magnetic field can be calculated.
The resulting magnetic field from each coil can be represented as
below:

Grouping the X and Y components together we get:

Using the same trig identity as before, we can
further decompose these functions to become:

Evaluating the Sines and Cosines:

After simplification:

If you evaluate this function at different values of
‘t’ you will find that the vector will rotate Counterclockwise as
depicted in the parametric plot below, evaluated from 0 to 3/2*pi-0.5:

This rotating magnetic field is the cornerstone of rotating
machinery.