I used to start up my PS-1 locos with a 100 mfd non-polarized capacitor across the Powermaster output. Once the loco is running the capacitor can be disconnected.
I used a momentary contact push button to put the capacitor into the circuit, as the Powermaster does not like to have a capacitive load..