You cannot delete a product if you have sold it to a customer already. You can archive it instead.
Archived products will not be deleted from your account but you won't be able to sell those products to new customers, they will not show in the product selection menus or in the product listings.
Products that have been archived can be restored if you later wish to resume selling them to customers.