Hi and welcome.
To be honest if it always happens at the same time of day it is not so likely to be a piece of harware more likely a program or some other piece of software. I would look through your system for something that is timed to run whilst everything else is asleep or something like that. Antivrus, disk defragger, disk indexer, etc. etc.