The only requirement is that the power supply be installed in the chassis in order to energize the fans and maintain proper system cooling. Because all the system fans can be powered by one power supply, the second power supply unit does not have to be powered on, but must be connected.
If you remove a power supply from a system that has four power supplies that are connected and powered on, the system can run only for a maximum of five minutes before shutting down.