Oh, Large Hadron Collider, is there no fictional mischief you can't be blamed for?
Here's the sketch Rachel was drawing compared to the LHC:
So, the LHC or an equivalent Defense Department version is probably either the cause of or the solution to the Blackout (on a global scale - as opposed to the localized pendants).