Racecar Engineering

Magic numbers

In the last few articles we have reviewed the art and science that help us to define our targets of spring stiffness and dampers force vs velocity curves. The next logical step then is to explain how to determine anti-roll bars stiffness. But to do so we will have to first make a little detour in the world of magic numbers.

The best way to predict the future is to look at the past. Sometimes the best simulation, the best performance prediction, is provided by the exploitation of previous data collected on track or in lab tests.

When your car satisfies some objective and subjective performance criteria, there are in the analysed test data and simulation outputs some key performance indicators (KPI), or ‘magic numbers’. Call them best references if you want. If you get lost during another test or race, these references will allow you to quickly and accurately get back to the level of performance you had when you had good lap time, lap time consistency, decent tyre wear and fuel consumption and ‘happy’ drivers. It works. It is magic.

These objective KPIs can be correlated with subjective qualification and quantification of car behaviour by drivers’ notes written in

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