Electronic/electrical actuator that HOLDS its position if power is lost?
Use a worm-drive / screw-drive linear actuator.  These are available in a ridiculously-large range of sizes, strengths, speeds, voltages.

The great thing about them is that the worm / screw drive inherently holds its' position when not moving.