Its random, you need to start and beat Expert(Red or Blue, solo or not), and pray to pop-up a ingame message saying something like "you have been unlock ragnarok difficulty". Lasts for 1 hour to open and cost 35AP
There is no Ultimate difficulty in raid events I guess.