Joka87 It could be a hardware problem. Maybe heat-related? Does the device run longer if it is refrigerated for 15 minutes?
This thread from June and July was due to a Wi-Fi hardware problem, which may well not be a problem your device is having, but the overall approach from that thread may be useful to you.
If you can back up your most important data, this might be a good time to do so.