A 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, which sets product orders and product performance parameters required by customers as PM=[pm 0 ,pm 1 ,pm 2 ,...,pm H ], where pm 0 is the product type, PM′=[pm 1 ,pm 2 ,...,pm H ] is the product performance parameter; the product order and product performance parameter information are sent to the design module, and the design module can intelligently design the products required by customers by establishing a deep neural network; after the design is completed, the parts and processing materials required by the product are required Sent to the control module; the control module reasonably allocates various spare parts according to the spare parts inventory provided by the storage module: the factory-produced spare parts and the purchased spare parts are assembled by the assembly module; the deep neural network includes the first An input layer, a second input layer, four hidden layers, a first output layer and a second output layer, wherein the output of the first output layer is used as part of the input of the second input layer. The invention establishes a deep neural network, can carry out product design according to the requirements of customers, has fast calculation speed, and has high accuracy in selecting parts.

Description

technical field [0001] The invention relates to the fields of computers and intelligent computing, and in particular, to a manufacturing platform and system based on the industrial Internet. Background technique [0002] The Industrial Internet provides the basis for interconnection and collaboration for equipment, production lines, factories, suppliers, products and customers. However, the Industrial Internet is still in its infancy, and the existing production processes are based on fixed assembly tables to assemble and produce products. In production, the independent coordination of various processes and spare parts cannot be achieved, and any delay in any link will affect the delivery period of the final product. The collaborative manufacturing of products based on the Industrial Internet can flexibly realize the autonomous collaboration of processes and accessories through automated and intelligent production methods, reducing costs and increasing efficiency. SUMMARY ...

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 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 final product delivery schedule

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