In this instalment, we review the other side of the magic formula: the one that computes lateral or cornering forces from slip angles (or grip angles). This formula is sufficiently similar to the longitudinal version of Part 21 that we can skip many preliminaries. But it's sufficiently different as to require careful exposition, leading us to define coordinate frames that will serve us throughout the rest of the Physics of Racing series. This instalment will be one to keep on hand for future reference.
Diving right in, just like its longitudinal sibling, this formula requires some magical constants, fifteen of them this time. Again, from Genta's possible-Ferrari data sheet:
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where N is Newton, KN is KiloNewton, and MN is MegaNewton. As with the longitudinal magic formula, there are lots of zeros in this particular sample case, but let us not confuse particulars with generalities. The formula can account for much more general cases.
The first helper is the peak, lateral friction coefficient µyp = a1Fz + a2, measured in inverse Kilos if Fz is in KN. Next is D = µypFz, which is a factor with the form of the Newtonian model: normal force times coefficient of friction. In our sample, a1 is zero, so µyp acts exactly like a Newtonian friction coefficient. In all cases, we should expect a1Fz to be much smaller than a2 so that it will be, at most, a small correction to the Newtonian behaviour.
To get the final force, we correct with the following empirical factor:
This has exactly the same form as the empirical correction factor in the longitudinal version, but the component pieces, S, B, and E are different, here.
where 
is the slip angle and 
is the camber angle of the wheel. In practice, we must
carefully account for the algebraic signs of the camber angles so that the
forces make sense at all four wheels. The usual negative camber, by the 'shop'
definition, as measured on the wheel-alignment machine, will generate forces in
the positive Y-direction on the right-hand side of the car and in the negative
Y-direction on the left-hand side of the car. This comment makes much more sense
after we've covered coordinate frames, below.
As before, we get B from a product, albeit one of greatly different form
where 
is the absolute value of the camber angle, that is, a
positive number no matter what the sign of . This gives
Almost done include 
and sneak in an additive correction for ply steer
and conicity, which we'll leave undefined in this article:
To arrive at the final formula
This form is almost identical-in form-to the longitudinal version of the magic formula. The individual sub-components are different in detail, however.
The most important input is the slip angle, . This is the difference between the actual path line of
the car and the angle of the wheel. To be precise, we must define coordinate
systems. We'll stay close to the conventions of the Society of Automotive
Engineers (SAE), as published by the Millikens in Race Car Vehicle Dynamics.
Note that this may differ from some frames we've used in the past, but we're
going to stick with this set. There's a lot of intense verbiage in the
following, but it's necessary to define precisely what we mean by wheel
orientation in all generality. Only then can we measure slip angle as the
difference between the path heading of the car and the wheel orientation.
First, is the EARTH frame, whose axes we write as {X, Y, Z}. The Z
axis is aligned with Earth's gravitation and points downward. The origin
of EARTH is fixed w.r.t. the Earth and the X and Y axes point in arbitrary, but fixed, directions. A convenient
choice at a typical track might be the centre of start/finish with X pointing along the direction of travel of the cars up the main
straight. All other coordinate frames ultimately relate back to EARTH, meaning
that the location and orientation of every other frame must be given w.r.t.
EARTH, directly or indirectly. The next coordinate frame is CAR,
whose axes we write as {x, y, z}. This frame is fixed w.r.t. the sprung mass of the car, that is
the body, with x running from tail to nose, y
to driver's right, and z downward, roof through seat. Its
instantaneous orientation w.r.t. EARTH is the heading, 
. Precisely, consider the line formed by the intersection of
EARTH's XY plane with CAR's xz plane. The
angle of the that line w.r.t. EARTH's X axis is the
instantaneous heading of the car. It becomes undefined only when the car it
points directly up-standing on its tail-or directly down-standing on its nose.
To emphasize, heading is measured in the EARTH frame.
The next coordinate frame is PATH. The velocity vector of the
car traces out a curve in 3-dimensional space such that it is tangent to the
curve at every instance. The X-direction of PATH points along the velocity
vector. The Z-direction of PATH is at right angles to the X direction and in the
plane formed by the velocity vector and the Z-direction of EARTH. The Y
direction of PATH completes the frame such that XYZ form an orthogonal,
right-handed triad. The path of the car lies instantaneously in the XY plane of
PATH. PATH ceases to exist when the car stops moving. Path heading
is the angle of the projection of the velocity vector on EARTH's XY w.r.t. the
X-axis of EARTH. Milliken calls this course angle, 
(Greek upsilon). Path heading, just like heading, is measured in
the EARTH frame. The sideslip angle of the entire vehicle is the
path heading minus the car heading, 
. This is positive when the right side of the car slips in
the direction of travel.
The next set of coordinate frames is ROADi, where i varies from 1 to 4 there are four frames representing the road
under each wheel, numbered as 1=Left Front, 2=Right Front, 3=Left Rear, 4=Right
Rear. Each ROADi is located at the force centre of its
corresponding contact patch at the point Ri = (Rix,
Riy, Riz) w.r.t. EARTH. This
point moves with the vehicle, so, more pedantically, the origin of ROADi is Ri(t)
written as a function of time. To get the X and Y axes of ROADi, we begin with a temporary, flat, coordinate system called TAi aligned with EARTH and centred at Ri, then elevate by an angle -90° <
< 90°, to get temporary frame TBi, and bank by an angle -90° < 
< 90°, in that order, as illustrated
below:
Consider any point P in space with coordinates P = (Px, Py, Pz)
w.r.t. EARTH. A little reflection reveals that its location w.r.t. TAi is PAi 
P - Ri, just
subtracting coordinates component-by-component. To get coordinates in TBi, we multiply by the orthogonal matrix
(once again, see http://www.britannica.com/ for brush-up)
that does not change the Y components, but increases the Z and decreases the X
components of points in the first quadrant for small, positive angles,
namely:
We pick this matrix by inspection of the figure above or by application of the right-hand-rule (yup, see Britannica) Finally, to bank the system, we need the orthogonal matrix that does not change the X components, but increases the Y and decreases the Z components of first-quadrant points for small, positive angles, namely:
In case you missed it, we snuck in a reliable, seat-of-the-pants method for getting the signs of orthogonal matrices right. In any event, given P and Ri, we compute the coordinates, PRi, of the point P in ROADi as follows:
If the angles are small, 
, and the matrix can be simplified to
Even at 20 degrees, the errors are only about 6% in the cosine and 2% in the sin, resulting in a maximum error of 12% in the lower right of the matrix. This matrix approximation is suitable for the majority of applications. One feature of orthogonal matrices is that their inverse is their transpose, that is, the matrix derived by flipping everything about the main diagonal running from upper left to lower right. In the small-angle approximation, we get
The right-hand side is very close to the unit matrix because the squares of small angles are smaller, yet. With the inverse matrix we can convert from coordinates in ROADi to coordinates in EARTH:
The last set of coordinate frames is WHEELi. As with ROADi, there is one
instance per wheel. WHEELi is centred at the wheel
hub. Under normal rolling, the coordinates of its origin in ROADi are WRi = (0, 0, -Ri), where
Ri is the loaded radius of the tyre-wheel
combination. Pedantically, Ri should be corrected
for elevation and banking, but such corrections would be small for ordinary
angles-on the order of 
-plus it seems not to be standard practice (I can
find no reference to it in my sources). More important is the orientation of
WHEELi. Consider the plane occupied by the wheel
itself. This plane intersects ROADi in a line that
defines the X direction of WHEELi, with the positive
direction being as close to that of travel as possible. The Y direction points
to driver's right. The wheel plane is tilted by a camber angle, , about the X-axis of the WHEEL coordinate system. To
emphasize: WHEELi does not include wheel
camber, and it differs from ROAD only by a rotation about ROAD's Z axis
that accounts for the pointing direction of the wheel.
At this point, you should create a mental picture of these coordinate frames
under typical racing conditions. Picture a CAR frame yawed at some heading
w.r.t. EARTH-and perhaps pitched and rolled a bit a PATH frame aligned at some
slightly different path heading and individual ROAD and WHEEL frames under each
tyre contact patch, where the ROAD frames are perhaps tilted a bit w.r.t. EARTH
and the WHEEL frames are aligned with the wheel planes but coplanar with the
ROAD frames. For a car travelling on a flat road at a stable, flat attitude, the
XY planes of CAR, PATH, and EARTH would all coincide and would differ from one
another only in the yaw angles and . When some tilting is engaged, and are still defined by the precise projection mechanisms explained
above.
Now, imagine the X-axis of CAR projected on the XY plane of each WHEEL frame
and translated-without changing its direction-to the origin of WHEEL. The angle
of WHEEL's X axis, which is the same as the plane containing the wheel, w.r.t.
the projection of CAR's X axis, defines the steering angle, 
, of that wheel. Finally, imagine PATH's X axis projected
onto the XY plane of WHEEL in exactly the same way. Its angle w.r.t. to the X
axis of WHEEL, in all generality, defines the slip angle. Since WHEEL is lilted
w.r.t. gravitational down, the load, Fx, on
the contact patch, which we need for the magic formula, must be computed in
WHEEL. It will be smaller than the total weight, Wi,
by factors of 
and 
, which are obviously unity under the small-angle
approximation.
At last, we can plot the magic formula:
The horizontal axis measures slip angle, in degrees. The vertical axis measures lateral, cornering force, in Newtons. The deep axis measures vertical load on the contact patch, in KiloNewtons. We can see that these tyres have a peak at about 4 degrees of slip and that cornering force goes down as slip goes up on either side of the peak. On the high side of the peak, we have dynamic understeer, where turning the wheel more makes the situation worse. This is a form of instability in the control system of car and driver.
As a final comment, let me say that I am somewhat dismayed that the magic formula does not account for any variation of the lateral force with speed. Intuitively, the forces generated at high speeds must be greater than the forces at low speed with the same slip angles. However, the literature-sometimes explicitly, and sometimes by sin of omission-states that the magic formula doesn't deal with it. One of the reasons is that, experimentally, effects of speed are extremely difficult to separate from effects of temperature. A fast-moving tyre becomes a hot tyre very quickly on a test rig. Another reason is that theoretical data is usually closely guarded and is not likely to make it into a consensus approximation like the magic formula. This is a fact of life that we hope will not affect our analyses too adversely from this point on.