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Distribution-Free Adaptive Step-Down Procedure for Fault Identification
(
Wiley
, 2016 , Conference Paper)
Identifying the faulty variables of the out-of-control signal in high-dimensional process is an important problem for quality control areas. Even though there have been several procedures for fault variable identifications, ...
Variable Selection-based Multivariate Cumulative Sum Control Chart
(
John Wiley and Sons Ltd
, 2017 , Article)
High-dimensional applications pose a significant challenge to the capability of conventional statistical process control techniques in detecting abnormal changes in process parameters. These techniques fail to recognize ...