This paper is organized as follows. First, a simplified linear brake system is described in Section 2. Global sensitivity analysis from Sobol sense of brake system's stability is then performed and presented in Section 3. Kriging based modeling is described and considered to predict the brake system's instabilities in Section 4. Conclusion and perspectives are given at the end of the paper.