I had a similar problem with my MOX8, it would not power on. I started troubleshooting by checking the voltages on the power supply. All voltages (3V, 5V, 9V) would briefly come up upon pressing the power switch, but within a second all of them would begin rapidly descending toward 0V.
I believe the IC on the PS board causes this to happen when it senses too much current draw. I suspected the JK (Jack) board because I have a bad habit of connecting inputs to outputs and vice-versa.
I found that when I disconnected CN101 on the JK board, the keyboard would boot up normally, and all voltages on the PS board were normal. I had no analog output, of course, but USB MIDI worked fine (that’s how I use it these days anyway).
However, I wanted the keyboard to be fully functional. I used to be a tech for Ensoniq so I know my way around analog circuits and I did some in-circuit testing. It turned out that C018 (220uf, 16V blue electrolytic) appeared to be completely shorted, which was verified by removing it from the circuit.
Once the capacitor was replaced, I reconnected CN101 to the JK board and everything was fine.
So, if anyone sees their power supply voltages briefly come up and then fall to nothing, removing CN101 from the JK board appears to be a safe way to see if a component on that board is the cause, and it will boot and be usable as a USB MIDI controller in that state.
I’m sure that there are a lot of other failures that could cause the power supply to behave that way, probably even the power supply itself. In my case though, it was a capacitor on the JK board, which is mostly (if not completely) analog.
BTW.. The JK board schematic is on page 148 of the service manual.