Replacing the tape is a good move even if it is not related to the problem. Please use Velox or similar cloth rim tape. Tube splits are tough to figure out. Often it is simply poor tube quality. We had a rash of these in 2011 from Specialized. After that batch, the problem went away. Regardless, coat the tube with talc. It does help the tube settle in and not stick to things as well.