It appears to allergic rhinitis ( allergy arising in the nose ). The best way to curb allergy is by avoiding the allergen which in your case maybe dust, as you have pointed out. Acute episodes can be helped by nasal sprays and medications.
Next Steps
Online consult for proper history and medications
Health Tips
Avoid exposure to dust, regular steam inhalation