I believe so. Exactly how much, I'm not sure. The Advanced power plant is removed currently because it was considered at the time, a redundant structure. Will it make a return? No idea.
I kind of thought the Advanced power plant fit in with the game and made it more believable as it traditionally provides 2-3x the power of a normal power plant and could power the more 'demanding' structures.