Old heads told me that Santa Fe used natural gas, available in the roundhouse, to slowly heat up water in the boiler from a burner in the firebox, before beginning the oil firing (which was used to make steam). The oil was pre-heated in the tender using steam from the roundhouse stationary boiler, so that it could flow and be atomized in the firebox. The process took hours, usually at least one 8-hour shift.
As to flash boilers, steam generators aboard Diesel and electric locomotives were flash boilers, capable of quickly producing lower pressure steam in a volume useful for train line steam, but not even close to enough to run a steam locomotive.
They were cylindrical in design, with water tubes coiled helically around the inside. The tubes were filled with water, and then diesel fuel was atomized downward from the top. Also at the top was a spark plug which ignited the fuel. Steam buildup was achieved in just minutes. The fire cycled on and off as needed to maintain the desired steam pressure for passenger car heat, hot water, and steam ejector air conditioning (on cars so equipped).
They could build up soot if not properly adjusted, and then would become difficult, failing to re-ignite when required. If that occurred, the Diesel Fireman* was usually sent to open the peep hole glass door, light a fusee and put it into the boiler through the hole and then quickly close and secure the door. A somewhat explosive ignition would then occur from the atomized fuel and the collected fuel from failed attempts at re-igniting. Normally, the concussion removed enough of the accumulated soot to enable automatic re-ignition to resume, although adjustment of the fuel/air mixture by shop forces would be required to fix the problem. In general, railroad steam generators operated as intended, but could not be relied upon to be trouble-free.
* The second engine service employee in the cab of passenger trains, whether officially referred to as Fireman or Assistant Engineer, depending on the union agreement in effect on a particular carrier.