I have a one-room building out back that's been closed up for a long
time and has taken on that characeristic musty odor that storage
facilities sometimes get. I've tried a window fan, but as soon as the
fan gets turned off, the odor is back.

Would one of those ionic air cleaners solve the problem?

Thanks.