How did you find the broken hashboard? Did you run them one by one? If you accidentally choose the right one without testing there is a possibility that the true culprit is the PSU.
Maybe PSU is not giving enough power to 3 hashboard so removing one hashboard can PSU provide enough power to 2 hashboard.

Why not try to run the broken hashboard without the two hashboard? To make sure that one is broken?