Hey,
since Yosemite I've got the same problem, it's not really a big one, but it's kinda annoying and it got worse with El Capitan and now MacOS Sierra.
So, when I boot, only one Monitor is on. On my second monitor is just a black screen. I think the monitor is on, because my programs are on...