I would check the rollout and or sail switch on furnace. If it lights and goes out one of those may be bad. But they may be working properly and you have restricted air flow in the system. You did pull the cover off the inside , sometimes there is a switch there to reset it. And some have a faint lite that flashes a code, this tells you what the problem is.