That's what I was thinking. Something like Carpet Tape. But will the glue ruin the finish?

Since I can make the shadow box as deep as I want, maybe I should use some sort of thick (maybe foam core?) backer board and 4 map pins around the edge of the fan and handle?

I'm glad that no one has suggested repairing the fans holes. Later - Buzz