Exclude product when bundled by WooCommerce

I have WooCommerce products structured similarly to the following:

Product A - Bundle including products B and C
Product B - Simple Product
Product C - Simple Product

If a user adds Product B to the cart, and then decides to add the bundle, they now have Product B included in the cart twice. Once in the bundle, but also individually.

Is there a way I can forcibly remove the single instance of Product B so they don't pay for it a second time? I couldn't find any pages detailing such a process nor did I see options in WooCommerce itself, but I could have overlooked it.

via Chebli Mohamed