With the continuous growth of its high-tech and intelligent industries and the continuous improvement of its population quality, China has become the largest manufacturing country. However, while developing, we should also recognize that the changing situation is a challenge. In the current era of intelligent development, China's MME need to change flexibly according to their own enterprise development situation in order to maintain strong competitiveness, quickly adapt to market demand and accelerate their intelligent development. The main purpose of this paper is to study workshop motion simulation (WMS) based on power mechanical engineering. This paper analyzes the characteristics of mechanical manufacturing (MM) enterprises, analyzes the concept and construction steps of AHP, and studies the optimization strategy of equipment system. Experiments show that MME should focus on analyzing the use of equipment in the factory, improve the utilization rate of equipment within a reasonable range, control equipment failures and maintenance processes, reduce the corresponding failure maintenance time, and make full use of equipment and other resources to achieve the ultimate goal of improving production efficiency.