This is due to the power-saving design of Windows 10 laptops.
Whenever an external USB device is left on a Windows 10 laptop for a period of time, the system will automatically disconnect it to save power.
Should you encounter such circumstances, simply eject and re-insert your USB flash drive and it will be recognized by the system again.