An apparatus performs mechanical phase synchronization of multiple AC generators in an electrical power distribution system. The apparatus according to one embodiment comprises a gearbox mechanically coupled to a prime mover, multiple AC generators, each having a rotor driven by mechanical energy from the prime mover supplied via the gearbox to generate AC electrical power, and a mechanical linkage keying orientation of each rotor to the gearbox, thereby mechanically synchronizing phase of the multiple AC generators.