Nowadays，the Chinese power grid exhibits a new architecture of multi-infeed HVDC transmission with large-scale wind and photovoltaic new power generation interconnection. The complex structure and new component characteristics of hybrid power grid make the stability of AC/DC systems more vulnerable after large disturbance. This paper mainly reviews the research progress of large disturbance stability analysis and divides the analysis methods into five classes： the step-by-step integration，the asymptotic expansion，functional approximation，direct method and other methods. Several common large-disturbance stability analysis methods are introduced. The advantages and disadvantages of the methods are discussed in this paper，which are thought to be useful for further study on large-disturbance stability in the future.