In order to investigate the effects of liquid sloshing inside a spherical tank, a numerical model called “Smoothed Particle Hydrodynamics” was used. Firstly, the accuracy of the method was examined with the help of previously done experiments. The SPH is a Lagrangian particlebased method and very effective to model nonlinear problems as in liquid sloshing. This conference paper represents the outcomes of an ongoing PhD project.