abstract: We will review some results obtained in collaboration with A. Debussche and K. El Dika, concerning central limit type theorems for equations modelling the propagation of unidirectionnal long surface waves perturbed by Gaussian white noise, when the initial state is a single or multi-soliton solution of the unperturbed equation.