Cosen integrates the sensor data from the three major components of the structural steel fabrication line - bandsaw machine, drilling machine, and in-feeding/out-feeding system. We upload this key data to Cosen remote service platform to achieve failure prediction and diversified production. Through algorithm, machine learning, and data collecting, we develop advanced applications including machine health assessment and self-adjustment mechanism to further upgrade this smart factory with maximum utilization.