In this talk, I will talk about what I have done during my PhD. At first, I will give a brief introduction to incompressible fluids, in particular, the derivation of the Navier--Stokes equations. Then we discuss some problems of well-posedness and long-time behaviors of stochastic equations from fluid dynamics.