TY - JOUR
T1 - A quality control approach of PVC gloves based on the integration of SPC and EPC
AU - Hu, Yaoguang
AU - Cheng, Xi
PY - 2012/11
Y1 - 2012/11
N2 - Parameters in the production process of PVC gloves, such as production cycle, oven temperature, temperature, and viscosity of feed liquids are critical to the final quality of gloves. The dosing of feed liquids and plasticization of gloves are all controlled manually, and the viscosities of feed liquids and average oven temperature cannot be exactly regulated; those result in the degradation of final products and unreliability of the process. This article conducted studies on reliability enhancement of glove quality-an integrated control policy based on SPC and EPC was raised to minimize the process fluctuation, stabilize the output quality, and finally improve the process reliability. Using SPC method to eliminate the assignable factors in the process, when the process is under control, the EPC method was applied to make the process parameters closer to the target values which were decided through an inverse model of the process. The theory and methods were verified in the case study of PVC production control.
AB - Parameters in the production process of PVC gloves, such as production cycle, oven temperature, temperature, and viscosity of feed liquids are critical to the final quality of gloves. The dosing of feed liquids and plasticization of gloves are all controlled manually, and the viscosities of feed liquids and average oven temperature cannot be exactly regulated; those result in the degradation of final products and unreliability of the process. This article conducted studies on reliability enhancement of glove quality-an integrated control policy based on SPC and EPC was raised to minimize the process fluctuation, stabilize the output quality, and finally improve the process reliability. Using SPC method to eliminate the assignable factors in the process, when the process is under control, the EPC method was applied to make the process parameters closer to the target values which were decided through an inverse model of the process. The theory and methods were verified in the case study of PVC production control.
KW - ANN
KW - Inverse model
KW - Principal component analysis
KW - SPC/EPC
UR - http://www.scopus.com/inward/record.url?scp=84905396820&partnerID=8YFLogxK
U2 - 10.1080/03610926.2012.728276
DO - 10.1080/03610926.2012.728276
M3 - Article
AN - SCOPUS:84905396820
SN - 0361-0926
VL - 41
SP - 4470
EP - 4483
JO - Communications in Statistics - Theory and Methods
JF - Communications in Statistics - Theory and Methods
IS - 24
ER -