I haven't tried this with the latest iOS 4.2.1, but it used to be that if your charge level was below 20%, you could not turn off your iPad. As soon as you do, it will just come right back on. If it is over 20%, then you can turn it off.
So how do you know when it is charged if it is turned off? You don't!