A System Framework of Dynamic Coupled Quality Control Based on Complex Network

Guang Zhou Diao; Li Ping Zhao; Y.Y. Yao

doi:10.4028/www.scientific.net/AMR.711.773

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HomeAdvanced Materials ResearchAdvanced Materials Research Vol. 711A System Framework of Dynamic Coupled Quality...

A System Framework of Dynamic Coupled Quality Control Based on Complex Network

Abstract:

Due to the demands of dynamic quality control in manufacturing process, a system framework of dynamic coupled quality control (DCQC) was proposed. The framework analyzed the coupled relation between quality attributes (QAs) of product, and established the weighted coupled network (WCN) model by defining the nodes properties formalized. According to the model, the coupled mechanism was analyzed and the monitoring technique of key quality points was put forward based on brittleness analysis and autocorrelation analysis. Furthermore, the dynamic quality improving mechanism was performed to realize the real-time control. Finally, an application analysis was presented to demonstrate the rationality and validity of the method.