Discrete maximum entropy process modeling of uncertain properties: application to friction for stick-slip and microslip response

B.-K. Choi (1) , M. C. Sipperley (1) , M. P. Mignolet (1) , Christian Soize (2)

1 Fac Mech & Aerosp Engn
2 MSME - Laboratoire de Modélisation et Simulation Multi Echelle

The first part of the present investigation focuses on the formulation of a novel stochastic model of uncertain properties of media homogenous in the mean which are represented as stationary processes. In keeping with finite element method, the process is discrete. It is further required to exhibit a specified mean, standard deviation, and a global measure of correlation, i.e. correlation length. The specification of the random process is completed by imposing that it yields a maximum of the entropy. The case of a process with constant sign is considered next and an algorithm is formulated to simulate the non-Gaussian process yielding the maximum entropy. In the second part of the paper, this non-Gaussian model is used to represent the uncertain friction coefficient in a simple, lumped mass model of an elastic structure resting on a frictional support. The dynamic response of this uncertain system to a random excitation at its end is studied, focusing in particular on the occurrence of slip and stick.

Mots clés: uncertainty quantification; discrete maximum entropy process; friction; stick-slip; microslip; stochastic process

Domaines: Mécanique [physics.med-ph]; Probabilités [math.PR]; Statistiques [math.ST]

B.-K. Choi, M. C. Sipperley, M. P. Mignolet, Christian Soize. Discrete maximum entropy process modeling of uncertain properties: application to friction for stick-slip and microslip response. 8th International Conference on Structural Dynamics, EURODYN 2011, KU Leuven, Jul 2011, Leuven, Belgium. pp.2626-2633. ⟨hal-00693053⟩