A dusty smell after inactivity can be normal briefly, but persistent odor may signal buildup, restricted airflow, or overheating concerns. During a repair visit, John Davis Heating and Air can examine the furnace, check filters and internal components, and determine whether cleaning, adjustment, or part replacement is needed.