DatacenterTechFag here.
Most of the time, servers are powered from 2 sources, simultaneously. There is typically an E generator onsite that will kick in if power goes out BUT it is limited to fuel.
Protocol for DC I worked at was to shut down "all non-essential" servers to conserve power from E generators.