If you are cancelling due to an error with their system (double payment) then your card company will probably refund any interest. If you cancel because you don't want the flights anymore, then you'd be rightly charged interest (if at all).
As long as the situation is cleared up before your card billing date after next, you likely wouldn't be charged any interest.