New
#11
Found this thread and it is very much like yours.
File Sharing Won't Stay On, Net View not working, Network not present
So I wonder is this a case of Master Browser moving. You did say that your machines are not allowed to turn off so not sure why MB would move.
There was a suggestion to stop other devices from trying to become the Master Browser.
There are quite a few similarities, working, not working, they when MB gets updated things work again. If you only let W10_Shares be the MB then it won't move and no waiting for tables to be updated. I've seen numerous threads as I travel around about setting router as Master Browser (MB).