without model information, it's difficult to tell. the first one shutting down could be a bad plasma panel. replacement plasma panels are more expensive than buying a new TV (if you can still find plasma panels). you do have enough (assuming they are all the same model TV) TVs that you can "mix/match" panel, driver boards, main boards, and power supply boards to see if you can get one working.
because of people bringing in plasma TVs to me for repair, i can tell you this... "don't take plasma TVs as barter/payment for anything". i've seen more people bring in a plasma TV saying they got it in a trade, or as payment for some work done, that that's usually the first question i ask now "what did you trade for it?"