The vast majority of ovens manufactured today will shut themselves down after twelve hours or when a particular unsafe temperature is reached, in the case of smart ovens. To gauge whether or not your oven has automatic shutdown built-in is to see whether it has a timer feature. Ovens with a timer will typically switch off by themselves after twelve hours.