In modern agricultural production, NPK fertilizer is the key factor to increase crop yield. With the progress of science and technology, automation technology is increasingly widely used in fertilizer production lines, which not only improves production efficiency, but also ensures the consistency and quality of products. This paper will discuss the application of automation technology in NPK fertilizer production line and its benefits.