Could be a bad bridge rectifier, diode, capacitor, regulator transistor or other component(s) on the power supply,
or could be what is connected to the 5V output on the power supply via connector CN6 (MPU, others?) that has a short.
Would the F1 7A SB fuse still blow with connector CN6...