As in many other fields of research, modelling is an important tool to study thermal plasmas, to interpret their behaviours in different applications and to try to predict some of their global properties. Even though each kind of application tends itself to privilege a specific model, the approach adopted in this paper is to present perspectives of the modelling relative to scientific problems and not to specific applications. Of course for each kind of scientific problem we give some links to the corresponding applications.