Hybrid propulsion system for a vessel including main engines connected to propulsion to propulsion means via transmission devices and connection devices for connection and disconnection, where the system includes one or more electrical machines arranged to the transmission device(s) via connection device for connection and disconnection of the from the transmission device, and one or more hybrid shaft generators, which is/are arranged between the electrical machine and one or more switchboards for the vessel.