The auto-lock feature on the iPad lets you control how long you want the screen to stay on when the device isn't being used. The shorter the amount of time you set it for, the faster the screen will go off due to inactivity.
Launch the Settings app on your iPad:
Tap on General and choose the Auto-Lock option:
Tap on the option 'Never':