Are the chunks around it loaded? Maybe if there's a couple of cables outside the loaded chunk area they break the thing. If the chunks ARE unloaded, every time you leave base there might be an issue with the connection of the power to your controller, which would make replacing the controller work again.
Alternatively, the system briefly goes out when you add/remove cabling. A dark cable somewhere might be getting a redstone signal and it got stuck that way?