Unresponsive after power outage - NUC/ROCK etc, will a UPS help?

Exactly.

Any home or even basic office UPS is not going to have a fan. So except for some startup beep indicators and alarm warnings, all of them are silent.

This has been one of my issues on ROCK for … years.