You can also set serial=<max-20-characters> accoring to the Documentation (in the same Way as @fiona explained), but it will require a custom UDEV Rule in your VM ;) .
I played a bit around with the different Bus Types (SATA, IDE, SCSI, VIRTIO, USB) and I think this covers most Cases (although...