You might want to check that the battery isn't getting to hot when using. If it is, the tablet will shut itself off. To check, you can get an app to monitor battery temp.
You also might want to go to the manufacturer's website and see if there are any firmware updates for your device. They may have already noticed the issue and resolved it in an update.