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Author:

Chen, Shuohui

Title:

THE CUSCORE AND HIGH-DIMENSIONAL CONTROL CHARTS FOR STATISTICAL MONITORING OF AUTOCORRELATED PROCESS DATA

Graduate Program:

Industrial Engineering

Keywords:

adaptive Neyman test
profile monitoring
autocorrelation
multivariate process control
generalized minimum variance control
time series models
statistical process control (SPC)
fault signature
engineering process control (EPC)
Cuscore
high-dimensional (HD) control chart
Fourier transform

File:

Download Shuohui_Chen_2006_Dissertation_final.pdf

Committee Members:

Harriet Black Nembhard, Committee Chair/Co-Chair
Paul H Cohen, Committee Chair/Co-Chair
Runze (Richard) Li, Committee Member
Ling Rothrock, Committee Member