This hybrid energy storage system connected to the DMU propulsion system was tested for fuel consumption and performance and compared with a conventional DMU. Depending on the characteristics of tracks and parameters such as station distance and maximum speed, simulations suggested fuel savings from 6 to 13 percent, which makes the CO2 emissions decrease by the same percentage.