I do hear the CPU fan speeding up when it is going to restart and then click sound and everything stops.
Anyhow thanks for all the info, cross my fingers and hoping it is not the CPU.
edit - I am noticing one thing, the crashes are very frequent on win 10 but very few in number on Linux. Had only one reboot in Linux today compared to 5 in windows yesterday.