I would not delete it. There is a bunch of other post someplace here where people had the same issue, they were on wi-fi , lost power and base would not connect again. Mine has always be connected via ethernet so I never had this issue. Does it have the current firmware on it, is there a SD card in the base? Have you tried support on the phone 206-339-9646 or 1 844-999-3226.
I’ll see if I can find the other post.