TY - GEN
T1 - Multivariate quality control of plastic products based on principal component analysis
AU - Xi, Cheng
AU - Hu, Yaoguang
AU - Gao, Fenggong
AU - Yan, Yan
PY - 2010
Y1 - 2010
N2 - In the production of PVC gloves, there are 15 procedures which bring many difficulties to process control and diagnosis. In order to solve the problem, multivariate quality control method based on Principal Component Analysis was proposed. This article discusses the application of Principal Component Analysis in multivariate quality control of plastic products after summarizing the theories and methods. Proposed a case of the production of PVC gloves, five variables were kept by applying PCA to the seven variables in the process. The result shows the proposed method can get a simple and scientific conclusion in the production of PVC gloves.
AB - In the production of PVC gloves, there are 15 procedures which bring many difficulties to process control and diagnosis. In order to solve the problem, multivariate quality control method based on Principal Component Analysis was proposed. This article discusses the application of Principal Component Analysis in multivariate quality control of plastic products after summarizing the theories and methods. Proposed a case of the production of PVC gloves, five variables were kept by applying PCA to the seven variables in the process. The result shows the proposed method can get a simple and scientific conclusion in the production of PVC gloves.
KW - Multivariate quality control
KW - PVC products
KW - Principal component analysis
UR - http://www.scopus.com/inward/record.url?scp=77957551485&partnerID=8YFLogxK
U2 - 10.1109/ICICIS.2010.5534767
DO - 10.1109/ICICIS.2010.5534767
M3 - Conference contribution
AN - SCOPUS:77957551485
SN - 9781424473854
T3 - Proceedings - 3rd International Conference on Information Sciences and Interaction Sciences, ICIS 2010
SP - 552
EP - 557
BT - Proceedings - 3rd International Conference on Information Sciences and Interaction Sciences, ICIS 2010
T2 - 3rd International Conference on Information Sciences and Interaction Sciences, ICIS 2010
Y2 - 23 June 2010 through 25 June 2010
ER -