Error: file /boot/vmlinuz-linux' not found and PC suddenly turns off

Hello everyone,
My PC suddenly stopped booting on Linux and when I boot on Windows via GRUB menu the PC would abruptly turn off after a short while (even just idling) and then it boots again into GRUB menu.

This is the message I get when I try to boot Linux.
error: file /boot/vmlinuz-linux’ not found

Any thoughts on this would be greatly appreciated.