Hi there!
After plugging out one controller, the heat dissipation structure of the storage will change. In order to avoid the temperature to rise, the storage system will increase the fan speed level, so the noise will be very loud.
I recommend keeping the controller in the slot, even if it is already faulty.
Wait for the new controller to arrive, then replace it.