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Intelligent Process Quality Control System into Supply Chain

机译:供应链智能过程质量控制系统

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摘要

To cope with the challenges of monitoring dynamic and variable quality variation into supply chain, diagnosing the abnormal variation at the right moment, is a difficult problem that a enterprise in supply chain faces in process quality control. An intelligent process quality control mode into supply chain, which integrated quality prevention, analysis, diagnosis and adjustment, and corresponding functional modules and framework were all put forward. This mode dealt mainly with constructing and running intelligent quality control system, such as the theory of similarity manufacturing, Statistical Process Control (SPC), neural network. Furthermore, some key enabling technologies were studied in detail, including process quality analysis on-line based on similarity process and process quality diagnosis based on Elman and expert system of process quality adjustment. It is basis of realizing network, intelligent and automatic process quality control into supply.
机译:为了应对在供应链中监控动态和可变质量变化,及时诊断异常变化的挑战,这是供应链中的企业在过程质量控制中面临的难题。提出了一种将质量预防,分析,诊断和调整集成在一起的智能过程质量控制模式,并提出了相应的功能模块和框架。该模式主要涉及构建和运行智能质量控制系统,例如相似性制造理论,统计过程控制(SPC),神经网络。此外,还详细研究了一些关键的使能技术,包括基于相似过程的在线过程质量分析和基于Elman的过程质量诊断以及过程质量调整专家系统。它是实现网络化,智能化和自动过程质量控制投入供应的基础。

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