I have the same issue. My watch is the same age, more or less.
I clean my watch, protector, and band ends with rubbing alcohol once a month. I remove the band and clean the slot that the band slides in.
I will try cleaning under the crown with a slip of paper.
iPhone app “MapMyTracks”.