A faint inaudible hum is the power transformer humming in the SP unit
Most power supply with a power switch supply power to the transformer at all times
The only way to stop this is to switch of the power supply unit
You should disconnecting the power at night when not in use.
There will be other who say you should not switch off the PS, I leave you to choice what you think is best