What Is an Oil Mill Plant and How Does It Work? An oil mill plant is an industrial facility that extracts oil from oilseeds such as soybean, sunflower, mustard, groundnut, and cottonseed. The process typically includes seed cleaning, conditioning, oil extraction, filtration, and sometimes refining to produce high-quality edible oil. For entre