Is it possible to combine two scrobbled bands together?

One of my favorite bands recently changed their name, so I'm essentially starting from scratch when I scrobble them. Because they're literally still the same band just with a different name, I'd love to combine the two bands together if possible so I can keep accurate track of my listening.

Is this possible?