In this talk, we consider a Timoshenko system subject to different types of dissipation (undamped, linear damping and nonlinear damping). First, we recall some theoretical asymptotic results related to the associated energy. Then, we design a discretization scheme, based on a combination of the finite element method and the finite difference one. The obtained scheme reaches to describe the discrete energy showing the positivity, the energy conservation property and the types of the decay rates in the case of a damped system. We numerically confirm the theoretical results established on the decay rates of the energy associated with each type of dissipation.