That's how the 4+ year old Dell computers at my work behave. Maybe the newer ones work differently.
I had several batteries die on me within the last few months, and whenever there was a power outage, they lost all their settings.
It doesn't wipe the BIOS password though, so there is some amount of persistent storage available.