A renewal batch can be deleted if the batch is in 'generated' status.
Job > Renewals > Edit Renewals
Filter over the date the batch was generated
Go to the ... menu in the far right of the screen and select 'Delete Batches'
Click in the search box and choose the batch[es] or All that you want to delete
Select 'Yes' to confirm your selection.