Stability conditions and robustness analysis of a general MMSE run-to-run controller

被引:2
|
作者
Tseng, Sheng-Tsaing [1 ]
Tsung, Fugee [2 ]
Wu, Jo-Hua [1 ]
机构
[1] Natl Tsing Hua Univ, Inst Stat, Hsinchu, Taiwan
[2] Hong Kong Univ Sci & Technol, Dept Ind Engn & Logist Management, Kowloon, Hong Kong, Peoples R China
关键词
Run-to-run control; dynamic system; quasi-MMSE controller; process disturbance; transfer function model; EWMA CONTROLLER; SYSTEM;
D O I
10.1080/24725854.2018.1554288
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Run-to-run (R2R) control plays a vital role in monitoring or adjusting the manufacturing process of integrated circuits. In this article we propose a generalized quasi-MMSE controller for a process whose Input-Output (I-O) model follows a general Transfer Function (TF) model with ARIMA disturbance and analytically derive the long-term stability conditions and their limiting distribution. Furthermore, we use a comprehensive simulation study to compare the control performances among several potential controllers when the process I-O model follows a TF model of order (2, 2, 0) with ARIMA disturbance of order (2, 1, 2). The results demonstrate that using improper controllers may seriously affect the control performance in terms of the long-term stability conditions and the short-term total mean squared error. are available for this article. Go to this article's online edition of IIE Transactions for Appendices.
引用
收藏
页码:1279 / 1287
页数:9
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