Try changing the batteries in the remote again, as even in a new pack there may be faulty batteries.
Your remote control will need the batteries changed periodically, when the screen becomes faint or when it becomes less responsive.
When you do this, the heat pump will revert to its factory settings and will need to be readjusted. You can avoid this by changing one battery at a time.