Batman: The Animated Series (1992)

S1E23 The Forgotten

As men start vanishing from a local bowery, Bruce Wayne chooses to infiltrate the scene by posing as a worker. However, after being assaulted and abducted, he suffers memory loss and finds himself enslaved in a mining camp, forced to toil under harsh conditions.