Collaborative manufacturing system and control method based on industrial internet

Abstract

The invention relates to a collaborative manufacturing control method based on the industrial Internet, and the method comprises the steps of setting a product order and a product performance parameter needed by a customer as PM = [pm0, pm1, pm2,..., pmH], where pm0 is a product type, and PM '= [pm1, pm2,..., pmH] is the product performance parameter; sending the product order and the product performance parameter information to a design module, and allowing the design module to carry out intelligent design on the customer demand product by establishing a deep neural network; after the design is completed, sending parts and machining material requirements required by the product to the control module; the method also includes that the control module reasonably dispatches various spare and accessory parts according to the spare and accessory part inventory provided by the storage module: the spare and accessory parts produced by a factory and purchased spare and accessory parts are assembled through the assembling module; the deep neural network comprises a first input layer, a second input layer, four hidden layers, a first output layer and a second output layer, and the output of the first output layer is used as partial input of the second input layer. According to the invention, the deep neural network is established, product design can be performed according to requirements of customers, the calculation speed is high, and the part selection accuracy is high.

Description

technical field [0001] The present invention relates to the fields of computers and intelligent computing, in particular to an industrial Internet-based manufacturing platform and system. Background technique [0002] The Industrial Internet provides a basis for interconnection and collaboration for equipment, production lines, factories, suppliers, products, and customers. However, the Industrial Internet is still in its infancy. The existing production processes are based on fixed assembly tables to assemble and produce products. It is impossible to realize the independent coordination of various processes and spare parts in production, and any delay in any link will affect the delivery schedule of the final product. Collaborative manufacturing of products based on the Industrial Internet can flexibly realize the independent collaboration of processes and accessories through automated and intelligent production methods, reducing costs and increasing efficiency. Contents ...

AI Technical Summary

Problems solved by technology

[0002] The Industrial Internet provides a basis for interconnection and collaboration for equipment, production lines, factories, suppliers, products, and customers. However, the Industrial Internet is still in its infancy. The existing production process

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