It doesn’t happen too often but it CAN happen – smoke alarm but no smoke. Yes, your smoke alarm can go off when there is no smoke. One possibility is dust.
Smoke alarm, no smoke
The Handyguys discuss how to deal with a “smoke alarm, no smoke” situation cause by dust.