The degree of intelligence of mechanical and electrical equipment is becoming higher and higher. How to adapt the equipment supervision work? This paper focuses on the necessary intelligent knowledge of supervision personnel, and discusses how to expand the knowledge field of supervision engineers, adapt to the requirements of the new situation as soon as possible, and how to carry out related work in the actual work of supervision.