This paper introduces a series of challenges which modern power system in ships are confronted with the realization of All Electrical Ship and the application of sensitive loads and new weapons. The author analyses the potential application in power system in ships based on the development of superconducting magnetic energy storage (SMES) as a new storage device and points out the key topics for application of SMES to electric power system in ships in the future.