Setting policy for on-line process control with dynamic characteristics

Shihyu Chou, Min Chiang Wang*

*此作品的通信作者

研究成果: 雜誌貢獻期刊論文同行評審

3 引文 斯高帕斯(Scopus)

摘要

In this article, we investigate a control policy for the choice of sampling interval and control limit by minimizing the expected quality cost. The study is based on the environment in which (i) the stochastic disturbances are assumed to follow an IMA(1, 1) process, (ii) there is process dynamics between the input series and the output series, (iii) a feedback control scheme is imposed, and (iv) the expected quality cost contains off-target cost, adjustment cost, and inspection cost. Modeling and forecasting for (i), (ii), and (iii) are performed according to the transfer function plus noise model. Minimizing the expected quality cost for (iv) is carried out by a modified pattern search procedure. An example is given to demonstrate the advantage of using the pattern search method over the usual 3-sigma control scheme. The penalty of ignoring the process dynamics and for the case of choosing incorrect value of of an IMA(1, 1) disturbance is discussed. The pattern search method is also compared favorably with the modified Taguchi's method in quality cost for the cases considered therein.

原文英語
頁(從 - 到)217-232
頁數16
期刊Communications in Statistics: Simulation and Computation
36
發行號1
DOIs
出版狀態已發佈 - 2007 1月
對外發佈

ASJC Scopus subject areas

  • 統計與概率
  • 建模與模擬

指紋

深入研究「Setting policy for on-line process control with dynamic characteristics」主題。共同形成了獨特的指紋。

引用此