Data Science provides a growing set of very powerful tools that can generate models from data. The talk will give a brief introduction to different areas of Data Science and Artificial Intelligence and will present concrete methods with examples of model generation for brakes.
Coulomb's Law of Friction, known for centuries, cannot describe the highly dynamic friction in brakes. New friction laws provide an introduction to the analytical description of friction linings to optimise friction, wear and even emission properties.
Brakes are tribological high-load contacts. Investigations into time-resolved predictions of friction and wear, and in particular the wear dust load during braking is becoming increasingly important. Necessary for models are high-precision measurement devices and swarm techniques.