My immediate take on this is it's a power problem but not necessarily the power supplies. Are the PSU's all plugged into the same circuit (they may be on different plugs which are on the same wiring circuit). Thats a lot of amps to drag off one circuit especially if you are 110 volts (rule of thumb is, if you double the voltage you halve the amperage needed to do the same amount of work)