If it happens only at home or only at studio and no where else, then yes, I'd suspect your power source.
But if it happens at your house and your friends house and the local club, then it's probably the tubes.
They made tubes easy to replace because they are an expendable item. They wear out. 95% of all tube amp issues are the tubes.