What could be the reason for my 24V-X2-JB500 not functioning despite the fully charged battery?

Take out the battery from the device and inspect both the battery and unit's prongs and connections to ensure they are undamaged. A faulty connection caused by damaged prongs can prevent the unit from starting up.