[DonRotolo]

I'd consider a pneumatic cylinder - not much stroke needed - that is Brake On in an Unpowered state. Many bike brakes use hydraulics, so I'd be wary of that, but bowden-cable type are dandy. Use latex tubing to pull the brake ON, and a cylinder big enough to fight the latex and push it OFF. Release the air and it clamps down.