An EE noticed flames and smoke coming from a dust collector. The EE called the supervisor and tried to put the fire out. The flame continued to reignite. Around 1:56AM the collector caught fire and set several conveyors on fire as well. The fire department was contacted and arrived on-site to put out the fire. They left the site at approximately 3:45AM.