what's proper way to shut down since there is no power button?
Remove the Ethernet cable until the fans stop spinning then power down the PSU.
Where is the advance instead of just turn off the PSU?
It is not turbodiesel with turbine to cool off
Right, and it's even not a car engine which keep hot temperature for a long time. Turn off on PSU and the temperature going down within seconds, without the fan.