Possible. Fuses don't blow all at once. It takes a certain amount of current for a certain amount of time. If it has enough current, but not for long enough time, then the fuse can be degraded. That can happen with starting surges.
On the other hand, I've been using mine for years, with no trouble at all. Maybe your capacitors are getting old, drawing a bit more current due to leakage? No way to tell from here.