Here are our recommendations for this issue:
- Make sure you have the latest drivers for LAN and Chipset:
- Test the system out of the chassis, on a minimal configuration if possible.
- Test with a different power source.
I'd also try as part of troubleshooting disabling all power saving options in the Intel NIC properties, like reduce link speed on idle, etc...