Production process management and control device and method and computer readable storage medium

Abstract

A production process management and control method comprises the following steps: acquiring production process information of a preset product in a historical production stage; extracting process information conforming to a preset rule from the production process information, and training based on the process information to obtain a matching model of the first parameter associated with the secondparameter and a process capability prediction model; inputting the first parameter value configured in the current production stage into a matching model to obtain a second parameter value optimally matched with the first parameter value; inputting the first parameter value and the optimally matched second parameter value into a process capability prediction model to obtain a process capability index; judging whether the process capability index reaches a preset standard or not; and if so, adjusting the process of the current production stage according to the first parameter value and the optimally matched second parameter value. The invention further provides a production process management and control device and a computer readable storage medium. According to the production process management and control device and method and the computer readable storage medium, intelligent process management and control can be realized, and the production defect and the manual detection cost are reduced.

Description

technical field [0001] The present invention relates to the technical field of industrial big data, in particular to a production process control device, method and computer-readable storage medium. Background technique [0002] With the rise of Industry 4.0 technology, smart manufacturing technology is getting more and more attention from physical factories. Smart manufacturing technology is based on the deep integration of a new generation of information and communication technology and advanced manufacturing technology, and can run through product design, production, management and other manufacturing activities. At present, the manufacturing industry is still in the process of mechanization, electrification, automation, and digitalization, and its intelligence is still in the enlightenment stage. The existing workshop process management is generally introduced to the product production stage according to the settings of the process control personnel before production. It...

AI Technical Summary

Problems solved by technology

The existing workshop process management is generally imported to the product production stage according to the settings of the process control personnel before production. It does not have the ability to control the production process AI, and cannot realize the intelligent setting and intelligent control of the process.

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