The paper first illustrates that the analysis and optimization of dynamics and control for the complex mechanical systems raise the further requirements to the field of dynamics of flexible multibody systems. Then it is pointed out that the research on the dynamics with coupled rigid and deformation motions is a new stage after the past several stages and the recent developments in the dynamics of flexible multibody systems are reviewed. The research tasks on new stage are given at the end of this paper.