Quantifying the MBR, unavoidably, requires the application of some math and physics. Consequently, I have structured this article into two parts:
- Part 1 describes the physical phenomenon and presents the equation that quantifies the MBR, all while introducing as few equations as possible. Some interesting findings resulting from this phenomenon are summarized in part 1.
- In Part 2 the equation quantifying the MBR is derived from Newtonâs Lawâs of motion. Part 2 also includes a discussion of the effect of air drag on the MBR.
Part 1
Figure 1 below depicts a model of a car and wheel. This car has non-rotating mass M1, and the wheel represents rotating mass M2. A torque is generated by the engine and transmitted to the driving wheels and tire via the transmission and differential. The torque at the wheel (Tw) applies a force to the road surface of magnitude F(t/r) = Tw /R . [note the subscript in the term F(t/r) means that the force is applied is from the tire to the road]. From Newtons third law, the road exerts a force on the tire (F(r/t), also shown in figure 1, that is equal in magnitude but opposite in direction to the force of the tire on the road. It is important to note that the only external force acting on the car is the force of the road pushing on the tire F(r/t) - neglecting air drag which is addressed later.
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Figure 1.
In order to accelerate the car in the direction shown the applied torque has two jobs to do at the same time: it must produce the force F(r/t) that accelerates the car and tireâs linear inertia (i.e. M1 and M2), and a portion of it must also apply a torque to the wheel to overcome its rotational inertia, such that the wheelâs axle accelerates forward at the same rate as the car. From Newtonâs second law:
F(r/t) = (M1 +M2) a Equation 1
Equation 1 applies to linear acceleration only. The rotational analogy of Equation 1 takes a similar form. Recall from Newtonâs third law: F(r/t) = -F(t/r), i.e. the force applied by the road to the tire is equal in magnitude but opposite in direction to the force of the tire acting on the road F(t/r). Therefore, the torque applied by the tire to the road is equal in magnitude but opposite direction to the torque applied by the road to the tire, i.e. T(r/t) = -T(t/r).:
T(r/t) = IÎą Equation 2
- Where T(r/t) is the torque applied from the road to the tire. This torque has a force component equal to F(r/t) and a distance component equal to the radius of the wheel ®.
- The Greek letter alpha (Îą) is the rotational acceleration of the wheel. This rotational acceleration is directly proportional to linear acceleration according to the equation:
- The capitol letter I in Equation 2 represents the rotational inertia, which is the wheelâs resistance to spinning up. For a wheel shaped object the equation for rotational inertia is:
I = (M2)r2 Equation 4
Where M2 is the mass of the wheel and r is its radius of gyration.
The radius of gyration represents the distance, measured from the axle toward the tireâs outer circumference, at which the entire mass of the wheel (M2) would be located such that this idealized point-mass model of the wheel has the same rotational inertia as the actual wheel. The value of r must be greater than 0, and less than the outer radius of the tire, i.e. less than R.
Inspection of equations 1 and 2 reveals that the applied torque at the wheel is responsible for producing F(r/t), i.e the force that linearly accelerates the vehicle. If the transmission and differential convey horsepower with 100% efficiency, then the output torque of the transmission/differential is given by the gear ratio. For example, assume a gear ratio (for the combined transmission and differential) of 12:1, i.e. for every 12 rotations of the engine the differential output shaft makes one revolution. In this case the output torque at the differentialâs output shaft is 12 times greater than the input torque to the transmission. This torque multiplication is represented by the Greek letter Eta (Ρ), and in this example Ρ =12.
The approach used to quantify the MBR was to develop the applicable equations of motion and then reduce the rotating weight while holding all other relevant parameters constant. The amount of rotating weight removed from the vehicle is given by âdelta M2â or ÎM2. The vehicle acceleration (a) was calculated for the case where an arbitrary amount of rotating mass (ÎM2) is removed from the drivetrain; and then the amount of non-rotating weight needed to be removed from car (ÎM1) was calculated to produce the same level of acceleration as that achieved by removing rotating weight. Finally, the MBR is given by the ratio ÎM1: ÎM2 as per Equation 5. The derivation of equation 5 is shown in Part 2. The result is:

Equation 5
By inspection of equation 5, and given that r is always greater than 0 and less than R, the MBR can never be less than 1.
By selecting the appropriate torque multiplication factor Ρ, this equation can apply to any rotating element within the drivetrain for the purpose of calculating the MBR. When weight is removed from a rotating component in the drive train, the appropriate Ρ is the torque multiplication factor that exists in the drivetrain, between the tireâs contact patch and the location in the drive train where weight was removed. For example, if we remove weight from the wheel, because there is no gearing between it and the contact patch, Ρ = 1.
Alternatively, when weight is removed from the fly wheel, the torque multiplication factor of the transmission and differential must be accounted for. For a differential with a final drive ratio of 3.939:1; and gear ratios of 2.583 for first gear, and 1:1 for fourth gear: Ρ = 10.17 when in first gear, and Ρ equals 3.93 in fourth gear.
Applying the above result to calculate the MBR applicable to first and fourth gears, and assuming r = 0.75R:

A standard mini flywheel is listed as weighing 16.71 lbs, and a steel lightweight flywheel 11.02 lbs, for a difference of 5.69 lbs. Therefore, the equivalent amount of mass that would need to be removed from the miniâs non-rotating mass to produce the same level of acceleration as that achieved by switching to the lightweight flywheel is (6.62)(5.69) = 37.7 lbs when in first gear. This mass benefit ratio gets smaller with each gear change. When in fourth gear, the 5.69 lbs removed from the flywheel is equivalent to removing 18.3 lbs non-rotating weight.
The equation for the mass benefit ratio was calculated based on the assumption that the drivetrain could transmit power with 100% efficiency. Power losses in the drivetrain can be represented by multiplying the torque multiplication factor Ρ by the efficiency of the power transfer in the drive train.
Conclusions to Part 1
- The mass benefit ratio is never less than 1.
- The maximum MBR that can be achieved is strongly dependent upon the torque multiplication factor Ρ, i.e. the gear ratio. The appropriate value of the torque multiplication factor to use when evaluating the MBR changes depending on the location within the drive train where rotating mass is being removed.
- If removed from the wheel/tire, then Ρ = 1.
- If mass is removed from the flywheel, then Ρ depends on the differential ratio and the gear ratio.
Part 2
The basic model of the physical phenomenon of interest is shown in figure 1. It can be used to find the MBR, but for the wheel only. In order to develop an expression for the MBR that would apply to all rotating elements in the drivetrain â from the engine output shaft to the tireâs contact patch â this model needs to be expanded to include the drivetrain, as shown in figure 2:

Figure 2
Tracing the torque path from the engine to the drive wheels begins with the torque output of the engine (Te). The torque delivered from the engine to the transmission (the transmission input torque, or Ttx) is reduced by the amount needed to overcome the flywheelâs rotational inertia. The torque delivered to the wheel is that which is equal to the input torque at the transmission multiplied by the âtorque multiplication factorâ, represented by the Greek letter Eta (Ρ), which is simply the gear ratio of the transmission/differential.
The only external force acting on the vehicle is F(r/t): it is this force that linearly accelerates the vehicle. The magnitude of this force is equal to the applied torque at the wheel (Tw) divided by the radius of the wheel. The greater this amount of torque Te, the greater will be the applied force F(t/r), and hence the greater will be the vehicle acceleration â e.g. more horsepower equals more torque equals more acceleration.
Another strategy for improving vehicle acceleration is to reduce the weight of the vehicle. A reduction in non-rotating weight will result in a proportional increase in the vehicle acceleration. Reducing rotating weight in the drivetrain will result in the drivetrain having less rotational inertia, which means there is less resistance to rotational acceleration of the drive train, which results in more torque being delivered from the engine to the tire contact patch.
In order to isolate the effect of reducing rotating or non-rotating mass on vehicle acceleration, it was necessary to hold all other variables constant. A key assumption has to do with the phenomenon of slip. Slip refers to the speed of the tireâs contact patch relative to the road. For the car that skids to a stop with the wheels locked (i.e. not rotating), the tireâs contact patch travels at the same speed as the car, relative to the road. This condition is referred to as 100% slip. A car with a free rolling tire has 0% slip. In this case the speed of the tireâs contact patch, relative to the road, is zero. Slip can also occur when accelerating forward. A vehicle achieves the maximum level of acceleration, for a given level of torque, when operating at between 0% and 20% slip. The following derivation is based on the vehicle accelerating with 0% slip. The case where acceleration takes place with non-zero slip is commented upon later.
The torque delivered to the transmission is equal to the engineâs output torque minus that required to rotationally accelerate (i.e. spin up) the flywheel. Or,
Ttx = (Te - IÎą) Equation 6
The transmissionâs output torque is equal to the transmission input torque multiplied by the torque multiplication factor Ρ of the transmission/differential (i.e. the gear ratio). The torque delivered to the wheel is equal to the transmission output torque. Thus:
Tw = Ρ(Te - Iι)
Recall the force F(r/t) is given by the equation T = FR, or:
Frt® = Ρ(Te - IÎą)
And solving for F(r/t):
Frt = (Ρ/R)(Te - Iι) Equation 7
Equation 7 expresses the magnitude of the force that is responsible for linearly accelerating the vehicle, F(r/t), as a function of the engineâs output torque (Te), where R is the radius of the wheel; IÎą is the rotational inertia of rotating elements comprising the drive train; and Ρ is the torque multiplication factor of the transmission and differential (the gear ratio).
By selecting the appropriate torque multiplication factor, this equation can apply to any rotating element within the drivetrain for the purpose of calculating the MBR. When weight is removed from a rotating component in the drive train, the appropriate Ρ is the torque multiplication factor that exists in the drivetrain, between the tireâs contact patch and the location in the drive train where weight was removed. For example, if we remove weight from the wheel, because there is no gearing between it and the tire contact patch, Ρ = 1. Alternatively, when weight is removed from the fly wheel, the torque multiplication factor of the transmission and differential must be accounted for, and in this case Ρ = 10.17 (for a gear ratio of (2.583)(3.939) = 10.17).
The expression (Ρ/R)(Te - Iι) in equation 7 is the force applied by the road to the tire. When this force is applied to the vehicle the mini begins to accelerate at a rate given by equation 1. I.e.:
(Ρ/R)(Te - Iι) = (M1 +M2)a Equation 8
And, substituting the expressions (M2)r2 for I, and Îą = a/R, into equation 8 leads to:

Equation 10 is used to calculate the linear acceleration of a vehicle, expressed as a function of the torque generated by the engine Te. By inspection of Equation 10, the force that causes the vehicle to linearly accelerate, i.e. the force of the road acting on the tire (Fr/t), is given by:
Frt = (ΡTe)/R Equation 11
and the effective mass of the vehicle accelerated by Frt, accounting for the rotational inertia of the drivetrain, is:
Meffective = M1 +M2(1 + Ρr2/R2) Equation 12
Regardless of the amount of torque produced by the engine, the maximum amount of torque that can be applied by the wheel to the road, and hence the maximum level of vehicle acceleration, is limited by the maximum level of friction that can be generated at the tireâs contact patch, i.e. the coefficient of friction between the tire and road. The coefficient of friction is denoted by the Greek letter Mu (Îź), and the maximum friction force is giiven by:
Ffriction = Îźk(M1 +M2)g Equation 13
Where g is the acceleration of gravity, and k is the percentage of total vehicle weight that acts on the drive wheel. If a mini had a locked differential, and for a 60/40 weight distribution, k = 0.6. If there is only one drive wheel, then k is equal to about 0.3.
Substituting the maximum force Ffriction from Equation 13 into Equation10 will produce an expression for the maximum rate of acceleration that can be achieved:

An explicit expression for the MBR can be derived by re-writing Equation 10. Subtracting arbitrary masses ÎM1 from M1, and ÎM2 from M2, and then setting the vehicle accelerations resulting from these changes in mass, as calculated by equation 10, to be equal to one another, i.e:

Expanding the above expression into its individual terms, produces the following expression for the mass benefit ratio:
MBR = ÎM1/ÎM2 = (1 + Ρr2/R2) Equation 16
There is only one level of applied torque that will produce the condition where the force of the road pushing on the vehicle exactly matches the available force of friction. When a vehicle achieves this level of applied torque it will accelerate at the maximum rate possible â sometimes referred to as âthreshold accelerationâ. Any torque level less than this amount will mean that the maximum level of acceleration has not been reached; and any applied torque that exceeds this critical value will cause the tires to slip. The problem with slip is that as slip increases, the coefficient of friction begins to reduce.
For the following analysis threshold acceleration is assumed to occur at 0% slip. Clearly it would be very difficult for even the best driver to apply just the right amount of torque so that the maximum level of acceleration is maintained for any meaningful distance. In modern cars, the task of accelerating at or near 20% slip is performed by launch control, or ABS when braking.
Threshold acceleration actually occurs at about 20% slip because the coefficient of friction effectively increases from 0% slip to about 20% slip, and then it decreases rapidly from 20 to 100% slip. The case where the vehicle accelerates at 20% slip can be modelled by assuming threshold acceleration occurs at 0% slip and increasing the value of the coefficient of friction used in the analysis.
Braking is simply accelerating in the direction opposite to velocity. Because the braking force is applied at the wheel, Ρ = 1 when braking at 0% slip, and Ρ = 0 at 100% slip. The value of the percentage of the total vehicle weight acting on the road, k, is 1 (when all four brakes are working). Reducing rotating weight at the wheel will reduce itâs rotational inertia. This means that, for a given rate of deceleration, less work is done to rotationally decelerate the wheel. Less work equals less heat generated by the brakes, implying lightweight wheels have the potential to postpone the onset of brake fade.
Air Drag
The magnitude of the aerodynamic drag force increases in proportion to the square of the vehicleâs velocity, and it acts to retard a vehicleâs rate of forward acceleration. At very low speeds the air drag force is negligible and the MBR is given by equation 16. At a high speed, the air drag force will be equal in magnitude to the force of the road acting on the tire, F(r/t). In this case the vehicle acceleration is zero, and the car has reached its terminal velocity.
For a mini weighing 1850 lbs (840 kg), accounting for air drag, the miniâs terminal velocity is calculated as follows:
The force of air drag, Fad, as a function of velocity (V), is given by the equation:
Fad = ĎSCDV2 Equation 17
Where: Ď = air density = 1.225 kg/m3
S = frontal area of mini = 1.9 m2
CD = drag coefficient = 0.50
At terminal velocity the force of friction is equal in magnitude to the drag force, i.e. the force as per equation 13, is to equal the air drag force of equation 17. For a coefficient of friction of 0.75, one drive wheel, and a 60/40 fore/aft weight distribution, the terminal velocity is calculated to be 126 mph (203 km/h). It is important to note that this numerical result, while helpful for illustrating the effect of air drag on MBR, should not be viewed as being accurate owing to uncertainties inherent in modelling aerodynamic drag.
As a vehicle accelerates from a stop to its terminal velocity, the portion of F(r/t) that needs to be allocated to offset the effect of air drag increases from 0% to 100%. At 0%, all of force F(r/t) is available to accelerate the vehicle and the MBR is given by equation 16. At 100% F(r/t) = Fad and the vehicle is no longer accelerating, consequently the MBR = 1. Evidently, the MBR is speed dependent. Its maximum value is given by Equation 16 when accelerating at (and near) zero velocity. Because the drag force increases with the square of velocity, the MBR will decrease in proportion to the square of velocity, reaching the minimum value of MBR = 1 at terminal velocity.
By equation 17 the air drag force is proportional to air density. Air density decreases with an increase in elevation. For example, the air density at 5000 ft elevation (e.g. Denver Colorado) will be about 13 % less than that at sea level. This translates to a higher terminal velocity, which implies that the rate at which the MBR decreases, as a function of increasing velocity, at elevation, will be less than its rate of decrease at sea level.
The MBR is proportional to the elevation at which the vehicle is operated: it increases with an increase in elevation. This statement, in isolation, is not incorrect. However, the loss of torque resulting from decreased volumetric combustion efficiency, due to less dense ambient air at elevation, would have a much greater detrimental effect on vehicle acceleration than that resulting from any increase in MBR with elevation.


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Edited by Gnielsen, 14 March 2024 - 02:18 PM.