The display after the battery is turned off is probably from the capacitors in the unit discharging, your symptoms would possibly be low voltage input, you got a BYD 24 volt battery on what MPP unit? Because it looks like a 48 volt model.
Just a heads up, there are knock offs out there from china I found out, run your serial number through MPP and make sure you got a legit unit.