Brandon,
The Jerome Industries power supply comes with a DIN connector hard wired to it. The connector need to be cut off and a new one soldered on. I suppose you can use the cable you used with the PE and solder that to the wire out of the Jerome PS.
As long as you DO NOT use the Touch with a hard drive connected to it, the Jerome Industries PS should not get hot. I personally use one of my PS and there is no problem with heat.