Batman: The Animated Series - Season 1 Episode 23 -

While investigating the disappearances of Gotham's homeless in an undercover disguise, Bruce Wayne is kidnapped and imprisoned in a chain gang mining camp, suffering from amnesia. Alfred must thus track him down, help him escape, and free the rest of the prisoners.