The two main approaches for modeling mechanical systems with unilateral contacts and friction are the regularized and the non-smooth approach. In the following, the two approaches are introduced using a simple example. Consider a block which can slide or stick on a table (see figure 1a). The motion of the block is described by the equation of motion, whereas the friction force is unknown (see figure 1b). In order to obtain the friction force, a separate force law must be specified which links the friction force to the associated velocity of the block.
Non-smooth approach A more sophisticated approach is the
non-smooth approach, which uses set-valued force laws to model mechanical systems with unilateral contacts and friction. Consider again the block which slides or sticks on the table. The associated set-valued friction law of type Sgn is depicted in figure 3. Regarding the sliding case, the friction force is given. Regarding the sticking case, the friction force is set-valued and determined according to an additional algebraic
constraint. To conclude, the non-smooth approach changes the underlying mathematical structure if required and leads to a proper description of mechanical systems with unilateral contacts and friction. As a consequence of the changing mathematical structure,
impacts can occur, and the time evolutions of the positions and the velocities can not be assumed to be
smooth anymore. As a consequence, additional impact equations and impact laws have to be defined. In order to handle the changing mathematical structure, the set-valued force laws are commonly written as
inequality or
inclusion problems. The evaluation of these inequalities/inclusions is commonly done by solving linear (or nonlinear)
complementarity problems, by
quadratic programming or by transforming the inequality/inclusion problems into projective equations which can be solved iteratively by
Jacobi or
Gauss–Seidel techniques. The non-smooth approach provides a new modeling approach for mechanical systems with unilateral contacts and friction, which incorporates also the whole
classical mechanics subjected to bilateral constraints. The approach is associated to the classical
DAE theory and leads to robust integration schemes. ==Numerical integration==