What happens to eqiuped cards when the monster they are equipped to is placed back in a players hand? Are they discarded to the graveyard, placed back in the player's hand, or left on the board?

Basic rule...

Whenever the target of an Equipment Card is no longer face-up on the field, game mechanics destroy them and send them to the Graveyard.