If the flight is cancelled in advance, getting out on the same day is pretty easy. If it's cancelled when you're at the airport, you'll still be able to fly (priority wait list), but you might need to go back out to the departures lobby in order to get rebooked, which can suck up more time.

For Shanghai to Beijing, why don't you take the new train instead?