No, you do not need to do the purge again. Where were you looking when you concluded that your filter was clean? Did you cut it open? It filters from the outside to the inside; contaminents are collected between the metal "can" and the pleated paper. I always cut mine open. Usually find more greasy sludge than actual particles.