Analysis of vibration data through AI algorithms, through mechanical learning, to achieve early warning before the collapse of the knife and automatic trip function, and through the Internet of Things / big data integrated into the intelligent manufacturing platform, to achieve intelligent manufacturing and establish the intelligent production lines.