Maybe they like the laws in Texas more, alot companies have been moving to Texas for that reason. Although that is conjecture. Also having them geographically close has perks for logistics.
Next to the $B that is a modern fab, running an electrical generation station is a minor investment. I also wouldn't be surprised it Samsung has a division which builds power plants, given that in SK they build apartment buildings and air conditioners.