I have a Kodak 7" but I recon they do a 10" also.
Mine is set to come on at 08:30 and off again at midnight. It can all be set up within the display and never needs touching.
I have once pulled out the mains adaptor lead and plugged it back in after a few days and it still started up and closed down at the right times. Seems just what you need.