Layout Method of Machining Equipment under the Background of Artificial Intelligence and Data Mining

Layout method of machining equipment under the background of artificial intelligence and data mining is studied in the paper. Generally, the layout design has certain layout standards and requirements. The layout design requirements belong to the environmental constraints in the product design constraints. It includes the smallest product space volume, the largest layout density, the lowest possible center of gravity of the product, and good product assembly. The cost of the path is economical and other restrictions and descriptions in the layout design. Due to the strong plasticity of the product’s shape and structure, the factors such as user’s consumption psychology, product’s aesthetics and amenities play a prominent role in the design, so the relevant characteristics of the demand analysis stage can not be ignored. Functional characteristics and design requirements are the driving force of design process evolution. In the optimization process, the novel data mining and AI models are considered for the global optimization. Through the testing of the performance, the performance is validated.